...
| Code Block | ||
|---|---|---|
| ||
'''
# 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 2.14.1 or above (available at https://confluence.ecmwf.int/display/ECC/Releases)
2) python3.6.8-01
To run the program
./addWigosProg.py -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
performance improvement ( uses skipExtraKeyAttributes) and codes_clone 04/11/2019
changes for SYNOP and TEMP messages 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]
'''
returnhere identonly
the first element of
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
the list is returned to the main program
this avoids lists being used in the dataframe query and breaking the logic
'''
if codes_is_defined(bid, "shortDelayedDescriptorReplicationFactor"isinstance(ident,list):
shortDelayed=codes_get_array(bid,"shortDelayedDescriptorReplicationFactor")
else:
ident=ident[0]
return ident
shortDelayed=None
if codes_is_defined(bid, "delayedDescriptorReplicationFactor"def add_wigos_info(ident,bid,odf,obid):
'''
delayedDesc=codes_get_array(bid,"delayedDescriptorReplicationFactor")
else:
delayedDesc=None
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, "extendedDelayedDescriptorReplicationFactorshortDelayedDescriptorReplicationFactor"):
extDelayedDescshortDelayed=codes_get_array(bid,"extendedDelayedDescriptorReplicationFactorshortDelayedDescriptorReplicationFactor")
else:
extDelayedDescshortDelayed=None
nsubsets=codes_getif codes_is_defined(bid, "numberOfSubsetsdelayedDescriptorReplicationFactor"):
compressed delayedDesc=codes_get_array(bid,"compressedDatadelayedDescriptorReplicationFactor")
else:
masterTablesVersionNumber=codes_get(bid,"masterTablesVersionNumber")
if masterTablesVersionNumber<28:delayedDesc=None
masterTablesVersionNumber=28
if codes_is_defined(bid, "extendedDelayedDescriptorReplicationFactor"):
unexpandedDescriptorsextDelayedDesc=codes_get_array(bid,"unexpandedDescriptorsextendedDelayedDescriptorReplicationFactor")
outUD=list(unexpandedDescriptors)else:
outUD.insert(0,301150) extDelayedDesc=None
'''nsubsets=codes_get(bid,"numberOfSubsets")
only treat the uncompressed messages with 1 subset compressed=codes_get(bid,"compressedData")
masterTablesVersionNumber=codes_get(bid,"masterTablesVersionNumber")
forif masterTablesVersionNumber<28:
future add treatment of compressed messages with moremasterTablesVersionNumber=28
than 1 subset
'''
unexpandedDescriptors=codes_get_array(bid,"unexpandedDescriptors")
outUD=list(unexpandedDescriptors)
if compressed==0 and nsubsets==1:
outUD.insert(0,301150)
'''
only treat the uncompressed IMPORTANT,messages takeswith into1 accountsubset delayed
replications ( all possiblefor cases)future toadd accommodate
treatment of compressed messages with more than SYNOP + TEMP messages 1 subset
'''
if shortDelayed is not Nonecompressed==0 and nsubsets==1:
'''
codes_set_array(obid,"inputShortDelayedDescriptorReplicationFactor",shortDelayed)
IMPORTANT, takes into account ifdelayed delayedDescreplications is not None:
( all possible cases) to accommodate
SYNOP + TEMP messages
codes_set_array(obid,"inputDelayedDescriptorReplicationFactor",delayedDesc) '''
if extDelayedDescshortDelayed is not None:
codes_set_array(obid,"inputExtendedDelayedDescriptorReplicationFactorinputShortDelayedDescriptorReplicationFactor",extDelayedDescshortDelayed)
if delayedDesc is not
None:
codes_set_array(obid,"masterTablesVersionNumberinputDelayedDescriptorReplicationFactor",masterTablesVersionNumberdelayedDesc)
codes_set(obid,"numberOfSubsets",nsubsets)
if extDelayedDesc is not None:
odf=wdf.query("oldID=='{0}'".format(ident)) codes_set_array(obid,"inputExtendedDelayedDescriptorReplicationFactor",extDelayedDesc)
if not odf.empty:
codes_set_array(obid, "unexpandedDescriptorsmasterTablesVersionNumber",outUDmasterTablesVersionNumber)
codes_set(obid,"numberOfSubsets",nsubsets)
codes_set_array(obid, "unexpandedDescriptors",outUD)
wis=odf["wigosIdentifierSeries"].values
if len(wis)!=1:
wis=wis[0]
codes_set(obid,"wigosIdentifierSeries",int(wis))
widwid=odf["wigosIssuerOfIdentifier"].values
if len(wid)!=1:
wid=wid[0]
codes_set(obid,"wigosIssuerOfIdentifier",int(wid))
win=odf["wigosIssueNumber"].values
if len(win)!=1:
win=win[0]
codes_set(obid,"wigosIssueNumber",int(win))
wlid=odf["wigosLocalIdentifierCharacter"].values
wlid="{0:5}".format(wlid[0])
logging.info(" wlid here {0}".format(wlid))
codes_set(obid,"wigosLocalIdentifierCharacter",str(wlid))
codes_bufr_copy_data(bid,obid)
else:
logging.info(" wigos skipping compressed message id {0} is empty for ident with {1}".format(ident,odf["wigosLocalIdentifierCharacter"].values))
else:
logging.info(" skipping compressed message id {0} with {1} subsets ".format(ident,nsubsets))
return
def main():
print("ecCodes version {0}".format(codes_get_api_version()))
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,"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):
bid=codes_bufr_new_from_file(f)
obid=codes_clone(bid)
codes_set(bid, 'skipExtraKeyAttributes', 1)
codes_set(bid,"unpack",1)
ident=get_ident(bid)
if ident:
logging.info (" \t message {0} ident {1} ".format(i+1,ident))
odf=wigosDf.query("oldID=='{0}'".format(ident))
codes_set(bid,"unpack",1)
if ident=get_ident(bid)not odf.empty:
if ident:add_wigos_info(ident,bid, odf,obid)
logging.info (" \t message {0} ident {1} ".format(i+1,ident))
codes_write(obid,fout)
add_wigos_info(ident,bid, wigosDf,obid)
else:
logging.info(" codes_write(obid,foutwigos {0} is empty for ident {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
...