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The outline of this page is :

1) Problem description

2) Program flow

3) Test data file and caveats


Data date of  predefined data set is: 2019-10-15 till 2019-10-17

1) Description


The WIGOS id contains four parts such as 0-2XXXX-0-YYYYY, 

...

old stations and their  WIGOS ids.


2)Program description

Code Block
languagepy
'''
Created on 22 Oct 2019


# Copyright 2005-2018 ECMWF.
# This software is licensed under the terms of the Apache Licence Version 2.0
# which can be obtained at http://www.apache.org/licenses/LICENSE-2.0.
# In applying this licence, ECMWF does not waive the privileges and immunities
# granted to it by virtue of its status as an intergovernmental organisation
# nor does it submit to any jurisdiction
   
This is a test program to encode Wigos Synop
requires
   
1) ecCodes version 2.814.1 or above (available at https://confluence.ecmwf.int/display/ECC/Releases)
2) python3.6.8-01
   
To run the program
   
-i <input bufr >./addWigosProg.py  -m <mode [web|json]>  -l <logFile>  -o <output BUFR file>i synop_multi_subset.bufr -o out_synop_multisubset.bufr  -w WIGOS_TEMP_IDENT.csv
   
      
Uses BUFR version 4 template  and adds the WIGOS Identifier 301150
REQUIRES TablesVersionNumber above 28
   
Author : Roberto Ribas Garcia ECMWF 28/10/2019

Modifications
    Addedperformance copy_headerimprovement function( touses keepskipExtraKeyAttributes) the header keys from the input message and codes_clone   04/11/2019


'''


from eccodes import *
import argparsechanges 
importfor json 
import re 
import pandas as pd 
import numpy as np 
import logging 
import requests 
import os 

def read_cmd_line():
    p=argparse.ArgumentParser()
    p.add_argument("-i","--input",help="input bufr file")
    p.SYNOP and TEMP messages                                       05/11/2019
    fixed codes_clone issue                                                   05/11/2019

'''
from eccodes import *
import argparse 
import json 
import re 
import pandas as pd 
import numpy as np 
import logging 
import requests 
import os 

def read_cmd_line():
    p=argparse.ArgumentParser()
    p.add_argument("-i","--input",help="input bufr file")
    p.add_argument("-o","--output",help="output bufr file with wigos")
    p.add_argument("-m","--mode",choices=["web","json"],help=" wigos source [ json file or web ]")
    p.add_argument("-l","--logfile",help="log file ")
    args=p.parse_args()
    return args 
    
def read_oscar_json(jsonFile):
    with open(jsonFile,"r") as f:
        jtext=json.load(f)
    return jtext 

def read_oscar_web(oscarURL="https://oscar.wmo.int/surface/rest/api/search/station?"):
    r=requests.get(oscarURL)
    jtext=json.loads(r.text)
    return jtext 

def parse_json_into_dataframe(jtext):
    '''
    parses the JSON from the file wigosJsonFile
    filters the stations by wigosStationIdentifiers key in the dictionaries
    '''
    
    wigosStations=[]
    nowigosStations=[]
    for d in jtext:
        if "wigosStationIdentifiers" in d.keys():
            wigosStations.append(d)
        else:
            nowigosStations.append(d)
    
    '''
    uses only the wigos 0-20XXX-0-YYYYY (surface)
    '''
    p=re.compile("0-20\d{3}-0-\d{5}")

    fwigosStations=[]
    for d in wigosStations:
        wigosInfo=d["wigosStationIdentifiers"]
        for e in wigosInfo:
            if e["primary"]==True:
                wigosId=e["wigosStationIdentifier"]
                if p.match(wigosId):
                    wigosParts=wigosId.split("-")
                    d["wigosIdentifierSeries"]=wigosParts[0]
                    d["wigosIssuerOfIdentifier"]=wigosParts[1]
                    d["wigosIssueNumber"]=wigosParts[2]
                    d["wigosLocalIdentifierCharacter"]=wigosParts[3]
                    d["oldID"]=wigosParts[3][-5:]
                    fwigosStations.append(d)
                    
    df=pd.DataFrame(fwigosStations)
    df=df[["longitude","latitude","name","wigosStationIdentifiers","wigosIdentifierSeries","wigosIssuerOfIdentifier","wigosIssueNumber",
           "wigosLocalIdentifierCharacter","oldID"]]  
    return df

def get_ident(bid):
    '''
    gets the ident of the message by combining blockNumber and stationNumber keys from the input BUFR file
    the ident may be single valued or multivalued ( only single valued are considered further)
    
    '''
    ident=None 
    if ( codes_is_defined(bid, "blockNumber") and codes_is_defined(bid,"stationNumber") ):
        blockNumber=codes_get_array(bid,"blockNumber")
        stationNumber=codes_get_array(bid,"stationNumber")
        if len(blockNumber)==1 and len(stationNumber)==1:
            ident="{0:02d}{1:03d}".format(int(blockNumber),int(stationNumber))
        elif len(blockNumber)==1 and len(stationNumber)!=1:
            blockNumber=np.repeat(blockNumber,len(stationNumber))
            ident=[str("{0:02d}{1:03d}".format(b,s)) for b,s in zip(blockNumber,stationNumber) 
                   if b!=CODES_MISSING_LONG and s!=CODES_MISSING_LONG] 
        elif len(blockNumber)!=1 and len(stationNumber)!=1:
            ident=[str("{0:02d}{1:03d}".format(b,s)) for b,s in zip(blockNumber,stationNumber) 
                   if b!=CODES_MISSING_LONG and s!=CODES_MISSING_LONG]
            '''
    return ident 

def copy_header(bid,obid):
    ''' 
    this function copies the header keys  and avoids using the default values on the output message
    ''' 
    bhc=codes_get(bid,"bufrHeaderCentre")
    codes_set(obid,"bufrHeaderCentre",bhc)
    bhsc=codes_get(bid,"bufrHeaderSubCentre")
    codes_set(obid,"bufrHeaderSubCentre",bhsc)
    usn=codes_get(bid,"updateSequenceNumber")
    codes_set(obid,"updateSequenceNumber",usn)
    dc=codes_get(bid,"dataCategory")
    codes_set(obid,"dataCategory",dc)

    if codes_is_defined(bid, "internationalDataSubCategory"):
        idsc=codes_get(bid,"internationalDataSubCategory")
        codes_set(obid,"internationalDataSubCategory",idsc)
    dsc=codes_get(bid,"dataSubCategory")
    codes_set(obid,"dataSubCategory",dsc)
    year=codes_get(bid,"typicalYear")
    codes_set(obid,"typicalYear",year)
    month=codes_get(bid,"typicalMonth")
    codes_set(obid,"typicalMonth",month)
    day=codes_get(bid,"typicalDay")
    codes_set(obid,"typicalDay",day)
    hour=codes_get(bid,"typicalHour")
    codes_set(obid,"typicalHour",hour)
    
    tmin=codes_get(bid,"typicalMinute")
    codes_set(obid,"typicalMinute",tmin)
    sec=codes_get(bid,"typicalSecond")
    codes_set(obid,"typicalSecond",sec)
    return 



    
    

def add_wigos_info(ident,bid,wdf,obid):
    '''
    add the wigos information to the message ident pointed by bid
    the wdf is the whole wigos dataframe and obid is the output bid
    '''
 here only the first element of the list is returned to the main program
        this avoids lists being used in the dataframe query and breaking the logic
        '''
        if isinstance(ident,list):
            ident=ident[0]
    return ident 


    

def add_wigos_info(ident,bid,odf,obid):
    '''
    add the wigos information to the message ident pointed by bid
    the odf contains the WIGOS information for ident 
    obid is the output handle
    '''
   
    
    if codes_is_defined(bid, "shortDelayedDescriptorReplicationFactor"):
        shortDelayed=codes_get_array(bid,"shortDelayedDescriptorReplicationFactor")
    else:
        shortDelayed=None 

    if codes_is_defined(bid, "delayedDescriptorReplicationFactor"):
        delayedDesc=codes_get_array(bid,"delayedDescriptorReplicationFactor")
    else:
        delayedDesc=None 
        
    if codes_is_defined(bid, "extendedDelayedDescriptorReplicationFactor"):
        extDelayedDesc=codes_get_array(bid,"extendedDelayedDescriptorReplicationFactor")
    else:
        extDelayedDesc=None 

        
    nsubsets=codes_get(bid,"numberOfSubsets")
    if compressed=codes_is_definedget(bid, "shortDelayedDescriptorReplicationFactorcompressedData"):
    
    shortDelayedmasterTablesVersionNumber=codes_get_array(bid,"shortDelayedDescriptorReplicationFactormasterTablesVersionNumber")
    elseif masterTablesVersionNumber<28:
        shortDelayed=None 
masterTablesVersionNumber=28
        
    if unexpandedDescriptors=codes_isget_definedarray(bid, "delayedDescriptorReplicationFactorunexpandedDescriptors"):
    outUD=list(unexpandedDescriptors)
    delayedDesc=codes_get_array(bid,"delayedDescriptorReplicationFactor")
 outUD.insert(0,301150)
   else:
     
   delayedDesc=None '''
    only treat the uncompressed 
messages with 1 subset 

    for future add treatment 
of compressed messages  nsubsets=codes_get(bid,"numberOfSubsets")
    compressed=codes_get(bid,"compressedData")with more than 1 subset
    '''
    masterTablesVersionNumber=codes_get(bid,"masterTablesVersionNumber")
    if masterTablesVersionNumber<28compressed==0 and nsubsets==1:
        masterTablesVersionNumber=28
'''
        IMPORTANT, takes 
into account delayed replications unexpandedDescriptors=codes_get_array(bid,"unexpandedDescriptors")( all possible cases) to accommodate
    outUD=list(unexpandedDescriptors)
    outUD.insert(0,301150)
    SYNOP + TEMP messages 
    
    '''
    only treat the uncompressed messagesif withshortDelayed 1is subsetnot None:
         for future add treatment of compressed messages with more than 1 subset
    ''' codes_set_array(obid,"inputShortDelayedDescriptorReplicationFactor",shortDelayed)
        if delayedDesc is not None:
    
     if compressed==0 and nsubsets==1: codes_set_array(obid,"inputDelayedDescriptorReplicationFactor",delayedDesc)
        if shortDelayedextDelayedDesc is not None:
            codes_set_array(obid,"inputShortDelayedDescriptorReplicationFactorinputExtendedDelayedDescriptorReplicationFactor",shortDelayedextDelayedDesc)
           if delayedDesc

 is not None:
     codes_set(obid,"masterTablesVersionNumber",masterTablesVersionNumber)
        codes_set_array(obid,"inputDelayedDescriptorReplicationFactornumberOfSubsets",delayedDescnsubsets)
        copy_header(bid,obid)
        
        codes_set_array(obid, "masterTablesVersionNumberunexpandedDescriptors",masterTablesVersionNumberoutUD)
        codes_set(obid,"numberOfSubsets",nsubsets)
wis=odf["wigosIdentifierSeries"].values 
        if odf=wdf.query("oldID=='{0}'".format(ident))len(wis)!=1:
        if not odf.empty:
  wis=wis[0]
          codes_set_array(obid, "unexpandedDescriptorswigosIdentifierSeries",outUDint(wis))
            wiswid=odf["wigosIdentifierSerieswigosIssuerOfIdentifier"].values 
            if len(wiswid)!=1:
                wis=wiswid=wid[0]
            codes_set(obid,"wigosIdentifierSerieswigosIssuerOfIdentifier",int(wiswid))
            widwin=odf["wigosIssuerOfIdentifierwigosIssueNumber"].values 
            if len(widwin)!=1:
                wid=widwin=win[0]
            codes_set(obid,"wigosIssuerOfIdentifierwigosIssueNumber",int(widwin))
            win=odf["wigosIssueNumber"].values 
            if len(win)!=1:wlid=odf["wigosLocalIdentifierCharacter"].values 
        wlid="{0:5}".format(wlid[0])
        win=win[0]
    logging.info(" wlid here {0}".format(wlid))
        codes_set(obid,"wigosIssueNumberwigosLocalIdentifierCharacter",intstr(winwlid))
        codes_bufr_copy_data(bid,obid)
    else:
       
 logging.info(" skipping compressed  message id {0} with {1} subsets  wlid=odf["wigosLocalIdentifierCharacter"].values 
.format(ident,nsubsets))
    
    return 
    wlid="{0:5}".format(wlid[0])
     

def main():
      logging.infoprint("ecCodes wlid hereversion {0}".format(wlidcodes_get_api_version()))
    args=read_cmd_line()
    logfile=args.logfile 
    codes_set(obid,"wigosLocalIdentifierCharacter",str(wlid))logging.basicConfig(filename=logfile,level=logging.INFO,filemode="w")
    
    infile=args.input 
    
    outfile=args.output 
   codes_bufr_copy_data(bid,obid)
    mode=args.mode 
     elseif mode=="web":
        jtext=read_oscar_web()
      logging.info(" wigos {0} is empty for ident {1}".format(ident,odf["wigosLocalIdentifierCharacter"].values))
    else:
        logging.info(" skipping compressed  message id {0} with {1} subsets ".format(ident,nsubsets))
    
    return obid
    
     

def main():
    args=read_cmd_line()
    logfile=args.logfile 
    logging.basicConfig(filename=logfile,level=logging.INFO,filemode="w")
    
    infile=args.input 
    
    outfile=args.output 
   
    mode=args.mode 
    if mode=="web":
        jtext=read_oscar_web()
        cdirectory=os.getcwd()
        oscarFile=os.path.join(cdirectory,"oscar.json")
        with open(oscarFile,"w") as f:
            json.dump(jtext,f)
    else  cdirectory=os.getcwd()
        oscarFile=os.path.join(cdirectory,"oscar.json")
        with open(oscarFile,"w") as f:
            json.dump(jtext,f)
    else:
        cdirectory=os.getcwd()
        oscarFile=os.path.join(cdirectory,"oscar.json")
        with open(oscarFile,"r") as f:
            jtext=json.load(f)
           
       
        
    wigosDf=parse_json_into_dataframe(jtext)
    
    f=open(infile,"rb")
    nmsg=codes_count_in_file(f)
    fout=open(outfile,"wb")
    for i in range(0,nmsg):
        cdirectory=os.getcwd(bid=codes_bufr_new_from_file(f)
        oscarFile=os.path.join(cdirectory,"oscar.json"obid=codes_clone(bid)
        with open(oscarFile,"r") as f:codes_set(bid, 'skipExtraKeyAttributes', 1)
        codes_set(bid,"unpack",1)
    jtext=json.load(f    ident=get_ident(bid)
       
    
    if   ident:
        
    wigosDf=parse_json_into_dataframe(jtext)
    
    f=open(infile,"rb")
    nmsg=codes_count_in_file(f)
    fout=open(outfile,"wb")
    for i in range(0,nmsg):
  logging.info (" \t message {0} ident {1} ".format(i+1,ident))

            odf=wigosDf.query("oldID=='{0}'".format(ident))                obid=codes_bufr_new_from_samples("BUFR4")
        bid=codes_bufr_new_from_file(f)    if not odf.empty:
        codes_set(bid,"unpack",1)
        ident=get_ident(bidadd_wigos_info(ident,bid, odf,obid)
        if ident:
       codes_write(obid,fout)
     logging.info (" \t message {0} ident {1} ".format(i+1,ident))
  else:
           add_wigos_info(ident,bid, wigosDf, obid)
   logging.info(" wigos {0} is empty for    codes_write(obid,foutident {1}".format(ident,odf["wigosLocalIdentifierCharacter"].values))
    
        else:
            logging.info ("message {0} rejected ".format(i+1))
        codes_release(obid)        
        codes_release(bid)
    f.close()    
   
    print (" finished")


if __name__ == '__main__':
    main()


The program can be called with the following arguments

...

that are uncompressed ( compressed =0) and single subset ( numberOfSubsets=1) if their ident matches the ones in wigosDf.

5) a new function ( copy_header) was added to avoid changing the header of the message. Now, it copies the keys from bid to obid except  typicalDate which is read onlyIf  get_ident function founds many idents on a message only returns the first one.


During program execution a log  file is generated containing information about the processing.

...

  • Only uncompressed messages  (compressed =0) and  single subset (numberOfSubsets=1) are considered
  • The Oscar information retrieved from the web server has to be cleared for this program to work. This is the goal of the function parse_json_into_dataframe that uses regular expressions to filter out the WIGOS data.
  • When setting the WIGOS information It is important to preserve the data types , for example "wigosLocalIdentifierCharacter" is a character string. 
  • The masterTablesVersionNumber must be above 28 otherwise no WIGOS ids can be added. This is done in the add_wigos_info function that updates the table version number key for each message processed.


Results


The output file contains 22724 messages19543  SYNOP messages obtained from running the program on a input BUFR file containing raw SYNOP data received through GTS




View file
namewigosout_synop_wigos.bufr
height250

This file contains 7 TEMP messages obtained running the program on a BUFR file containing raw TEMP messages.

View file
nameout_temp_wigos.bbufr
height250