def main(argv):
try:
version = __version__
except:
version = "1.0.0"
configpath = ''
statusmsg = {}
joblist = ['default', 'service']
debug = False
endtime = None
testplot = False
try:
opts, args = getopt.getopt(argv, "hc:j:e:DP", [
"config=",
"joblist=",
"endtime=",
"debug=",
"plot=",
])
except getopt.GetoptError:
print('gamma_products.py -c <config>')
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print('-------------------------------------')
print('Description:')
print('-- gamma_products.py will analyse magnetic data --')
print(
'-----------------------------------------------------------------'
)
print('detailed description ..')
print('...')
print('...')
print('-------------------------------------')
print('Usage:')
print('python gamma_products.py -c <config>')
print('-------------------------------------')
print('Options:')
print('-c (required) : configuration data path')
print('-j : default, service')
print('-e : endtime')
print('-------------------------------------')
print('Application:')
print('python gamma_products.py -c /etc/marcos/analysis.cfg')
sys.exit()
elif opt in ("-c", "--config"):
# delete any / at the end of the string
configpath = os.path.abspath(arg)
elif opt in ("-j", "--joblist"):
# get a list of jobs (vario, scalar)
joblist = arg.split(',')
elif opt in ("-e", "--endtime"):
endtime = arg
elif opt in ("-D", "--debug"):
# delete any / at the end of the string
debug = True
elif opt in ("-P", "--plot"):
# delete any / at the end of the string
testplot = True
if debug:
print("Running gamma_products version {} - debug mode".format(version))
print("---------------------------------------")
if not os.path.exists(configpath):
print('Specify a valid path to configuration information')
print(
'-- check magnetism_products.py -h for more options and requirements'
)
sys.exit()
if endtime:
try:
endtime = DataStream()._testtime(endtime)
except:
print("Endtime could not be interpreted - Aborting")
sys.exit(1)
else:
endtime = datetime.utcnow()
print("1. Read configuration data")
config = GetConf(configpath)
config = ConnectDatabases(config=config, debug=debug)
print("2. Activate logging scheme as selected in config")
config = DefineLogger(config=config,
category="DataProducts",
job=os.path.basename(__file__),
newname='mm-dp-scaradon.log',
debug=debug)
config['testplot'] = testplot
starttime = datetime.strftime(endtime - timedelta(days=7), "%Y-%m-%d")
if 'default' in joblist:
print("3. Create standard data table")
statusmsg = CreateOldsProductsTables(config=config,
statusmsg=statusmsg,
start=starttime,
end=endtime,
debug=debug)
if 'service' in joblist:
print("4. Create Webservice table")
statusmsg = CreateWebserviceTable(config=config,
statusmsg=statusmsg,
start=starttime,
end=endtime,
debug=debug)
if not debug:
martaslog = ml(logfile=config.get('logfile'),
receiver=config.get('notification'))
martaslog.telegram['config'] = config.get('notificationconfig')
martaslog.msg(statusmsg)
else:
print("Debug selected - statusmsg looks like:")
print(statusmsg)
def main(argv):
version = __version__
configpath = ''
statusmsg = {}
path = ''
dayrange = 1
debug = False
endtime = datetime.utcnow()
try:
opts, args = getopt.getopt(argv, "hc:r:e:l:D", [
"config=",
"range=",
"endtime=",
"debug=",
])
except getopt.GetoptError:
print('job.py -c <config>')
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print('-------------------------------------')
print('Description:')
print('-- general_graph.py will plot sensor data --')
print(
'-----------------------------------------------------------------'
)
print('detailed description ..')
print('...')
print('...')
print('-------------------------------------')
print('Usage:')
print('python general_graph.py -c <config>')
print('-------------------------------------')
print('Options:')
print('-c (required) : configuration data path')
print('-r : range in days')
print('-e : endtime')
print('-------------------------------------')
print('Application:')
print('python general_graph.py -c /etc/marcos/analysis.cfg')
print('python general_graph.py -c /etc/marcos/analysis.cfg')
print('# debug run on my machine')
print(
'python3 general_graph.py -c ../conf/wic.cfg -s debug -k x,y,z -f none -D'
)
sys.exit()
elif opt in ("-c", "--config"):
# delete any / at the end of the string
configpath = os.path.abspath(arg)
elif opt in ("-r", "--range"):
# range in days
dayrange = int(arg)
elif opt in ("-e", "--endtime"):
# endtime of the plot
endtime = arg
elif opt in ("-D", "--debug"):
# delete any / at the end of the string
debug = True
if debug:
print("Running ... graph creator version {}".format(version))
if not os.path.exists(configpath):
print('Specify a valid path to configuration information')
print('-- check general_graph.py -h for more options and requirements')
sys.exit(0)
if endtime:
try:
endtime = DataStream()._testtime(endtime)
except:
print("Endtime could not be interpreted - Aborting")
sys.exit(1)
else:
endtime = datetime.utcnow()
#>> EDIT >>>>>>>>>>>>>>>>>>>>>>>>
newloggername = 'mm-pp-myplot'
category = "MyPlot"
#<<<<<<<<<<<<<<<<<<<<<<<< EDIT <<
print("1. Read and check validity of configuration data")
config = GetConf(configpath)
print("2. Activate logging scheme as selected in config")
config = DefineLogger(config=config,
category=category,
job=os.path.basename(__file__),
newname=newloggername,
debug=debug)
monitorname = "{}-plot".format(config.get('logname'))
print("3. Connect to databases")
config = ConnectDatabases(config=config, debug=debug)
#try:
# print ("4. Read and Plot method")
success = CreateDiagram(config=config,
endtime=endtime,
dayrange=dayrange,
debug=debug)
# statusmsg[namecheck1] = "success"
# if not success:
# statusmsg
#except:
# statusmsg[namecheck1] = "failure"
if not debug:
martaslog = ml(logfile=config.get('logfile'),
receiver=config.get('notification'))
martaslog.telegram['config'] = config.get('notificationconfig')
martaslog.msg(statusmsg)
else:
print("Debug selected - statusmsg looks like:")
print(statusmsg)
def main(argv):
"""
METHODS:
extract_config() -> read analysis config
get_readlist() -> get calls to read data chunks
get_data() ->
get_chunk_config() -> obtain details of chunk
get_chunk_feature() -> get statistical features for each chunk
- get_emd_features()
- obtain_basic_emd_characteristics()
- get_features()
- get_wavelet_features()
"""
version = "1.0.0"
swsource = 'https://kauai.ccmc.gsfc.nasa.gov/CMEscoreboard/'
path = ''
creddb = 'cobsdb'
output = []
stime = ''
etime = ''
configpath = '' # is only necessary for monitoring
cmedict = {}
hours_threshold = 12
debug = False
init = False # create table if TRUE
statusmsg = {}
meankpcrit = 4.5
maxkpcrit = 6.0
receivers = {'deutsch' : {'userid1': {'name':'roman leon', 'email':'*****@*****.**', 'language':'deutsch'}}}
languagedict = {'english' : {'msgheader': "Coronal mass ejection - CME",
'msgnew':'New CME started at ',
'msgupdate':'Update on CME from ',
'msgarrival':'Estimated arrival: ',
'msgpred':'Expected geomagnetic activity (Kp): ',
'timezone':'UTC',
'msgref':'Based on experimental data from [CMEscoreboard](https://kauai.ccmc.gsfc.nasa.gov/CMEscoreboard/)',
'msguncert':'arrival time estimates usually have an uncertainty of +/- 7 hrs',
'channeltype':'telegram',
'channelconfig':'/etc/martas/telegram.cfg',
},
'deutsch' : {'msgheader': "Sonneneruption - CME",
'msgnew':'Neuer CME (koronaler Massenauswurf) am ',
'msgupdate':'Update zu CME vom ',
'msgarrival':'Geschätzte Ankunftszeit: ',
'msgpred':'Erwartete geomagnetische Aktivität (Kp): ',
'timezone':'UTC',
'msgref':'Basierend auf experimentellen Daten des [CMEscoreboard](https://kauai.ccmc.gsfc.nasa.gov/CMEscoreboard/)',
'msguncert':'geschätzte Ankunftszeiten sind meistens mit Fehlern von +/- 7 hrs behaftet',
'channeltype':'telegram',
'channelconfig':'/etc/martas/telegram_cobsnoti.cfg',
}
}
#'channelconfig':'/etc/martas/tg_weltraum.cfg',
#'channelconfig':'/etc/martas/tg_space.cfg',
usage = 'cme-extractor.py -c <config> -s <source> -o <output> -p <path> -b <begin> -e <end>'
try:
opts, args = getopt.getopt(argv,"hc:s:o:p:b:e:ID",["config=","source=","output=","path=","begin=","end=","init=","debug=",])
except getopt.GetoptError:
print(usage)
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print('-------------------------------------')
print('Description:')
print('cme-extractor.py extracts CME predictions from Scoreboard ')
print('-------------------------------------')
print('Usage:')
print(usage)
print('-------------------------------------')
print('Options:')
print('-c : configuration data ')
print('-s : source - default is ')
print('-o : output (list like db,file)')
print('-p : path')
print('-b : starttime')
print('-e : endtime')
print('-------------------------------------')
print('Examples:')
print('---------')
print('python3 cme_extractor.py -c /home/cobs/CONF/wic.cfg -o file,db,telegram,email -p /srv/archive/external/esa-nasa/cme/ -D')
print('---------')
sys.exit()
elif opt in ("-c", "--config"):
configpath = os.path.abspath(arg)
elif opt in ("-s", "--source"):
swsource = arg
elif opt in ("-o", "--output"):
output = arg.split(',')
elif opt in ("-p", "--path"):
path = os.path.abspath(arg)
elif opt in ("-b", "--starttime"):
stime = arg
elif opt in ("-e", "--endtime"):
etime = arg
elif opt in ("-I", "--init"):
init = True
elif opt in ("-D", "--debug"):
debug = True
if debug:
print ("Running cme-extractor version:", version)
print ("Selected output:", output)
# 1. conf and logger:
# ###########################
if debug:
print ("Read and check validity of configuration data")
print (" and activate logging scheme as selected in config")
config = GetConf(configpath)
config = DefineLogger(config=config, category = "Info", job=os.path.basename(__file__), newname='mm-info-cme.log', debug=debug)
if debug:
print (" -> Done")
# 2. database:
# ###########################
try:
config = ConnectDatabases(config=config, debug=debug)
db = config.get('primaryDB')
connectdict = config.get('conncetedDB')
except:
statusmsg[name1] = 'database failed'
try:
if swsource.startswith('http'):
cmedict = get_cme_dictionary_scoreboard(url=swsource)
elif os.path.isfile(swsource):
cmedict = read_memory(swsource)
else:
sys.exit()
statusmsg['CMEaccess'] = 'success'
except:
statusmsg['CMEaccess'] = 'failed'
if debug:
print (cmedict)
if not cmedict:
statusmsg['CMEaccess'] = 'failed'
# read memory and extract new and updated data
if path:
if os.path.isdir(path):
path = os.path.join(path,"cme_{}.json".format(datetime.strftime(datetime.utcnow(),"%Y")))
# open existing json, extend dictionary, eventually update contents
data = read_memory(path,debug=False)
full, new, up = get_new_inputs(data,cmedict)
if debug:
print ('Saveing to path:', path)
print ('new:', new)
print ('update:', up)
if 'file' in output and (new or up):
print (" Dealing with job: file")
success = write_memory(path, cmedict)
if success:
statusmsg['CME2file'] = 'success'
print (" -> everything fine")
else:
statusmsg['CME2file'] = 'failed'
print (" -> failed")
if 'db' in output and creddb:
print (" Dealing with job: db")
# Only add data with arrival time +12h > now to database
# delete data with arrivaltime+12h < now from db
success = False
statusmsg['CME2db'] = 'failed'
try:
if debug:
print ("Accessing database ...")
config = ConnectDatabases(config=config, debug=debug)
db = config.get('primaryDB')
connectdict = config.get('conncetedDB')
if debug:
print (" ... done")
success = True
except:
pass
try:
for dbel in connectdict:
db = connectdict[dbel]
print (" -- Writing data to DB {}".format(dbel))
if init:
swtableinit(db)
if success:
update_database(db,full, new, up, swsource,debug=debug)
statusmsg['CME2db'] = 'success'
print (" -> everything fine")
except:
print (" -> failed")
if 'telegram' in output or 'email' in output:
print (" Dealing with jobs: telegram and email")
# Access memory of already send data, send update/new
statusmsg['CME2telegram'] = 'success'
statusmsg['CME2mail'] = 'success'
total = new + up
for el in total:
# Construct markdown message for each language provided
valdict = full.get(el)
moveon = True
# Test some criteria before sending message (e.g. not too old, k large enough)
print (" Checking notification criteria ...")
arr = dparser.parse(valdict.get('arrival'),fuzzy=True)
if arr < datetime.utcnow():
print (" -> arrival time in the past")
moveon = False
kprange = [float(vl) for vl in valdict.get('KPrange').split('-')]
if mean(kprange) < meankpcrit:
print (" -> expected average activity too small (< {})".format(meankpcrit))
moveon = False
if max(kprange) < maxkpcrit and el in up:
print (" -> expected maximum activity too small (< {}) - skipping update".format(maxkpcrit))
moveon = False
if moveon:
for lang in languagedict:
langdic = languagedict[lang]
msghead = "*{}*".format(langdic.get('msgheader'))
if el in new:
msgbody = "\n\n{} {}\n".format(langdic.get('msgnew'), valdict.get('start'))
else:
msgbody = "\n\n{} {}\n".format(langdic.get('msgupdate'), valdict.get('start'))
msgbody += "\n{} *{}* {}\n".format(langdic.get('msgarrival'), valdict.get('arrival') ,langdic.get('timezone'))
msgbody += "{} {}\n".format(langdic.get('msgpred'), valdict.get('KPrange'))
msgbody += '{}\n'.format(langdic.get('msgref'))
msgbody += ""
msg = msghead+msgbody
if debug:
print (msg)
if not debug and 'email' in output and lang == 'deutsch':
#if 'email' in output and lang == 'deutsch':
#TODO e-mail is not yet working
print ("Now starting e-mail")
# read e-mail receiver list from dictionary
#try:
mailcfg = config.get('emailconfig','/etc/martas/mail.cfg')
maildict = read_meta_data(mailcfg)
maildict['Subject'] = msghead
# email is a comma separated string
reclist = receivers.get(lang,{})
for dic in reclist:
userdic = reclist[dic]
email = userdic.get('email')
name = userdic.get('name')
preferedlang = userdic.get('language')
maildict['Text'] = msgbody
maildict['To'] = email
#print (" receivers are: {}".format(maildict['To']))
#### Stop here with debug mode for basic tests without memory and mails
if preferedlang == lang:
print (" ... sending mail in language {} now: {}".format(lang,maildict))
sm(maildict)
print (" ... done")
statusmsg['CME2mail'] = 'success'
print (" -> email fine")
#except:
#statusmsg['CME2mail'] = 'failed'
if not debug and 'telegram' in output:
print ("Now starting telegram")
try:
telegram_send.send(messages=[msg],conf=langdic.get('channelconfig'),parse_mode="markdown")
print (" -> telegram fine")
except:
statusmsg['CME2telegram'] = 'failed'
print (" -> telegram failed")
if debug and 'telegram' in output and lang == 'deutsch':
telegram_send.send(messages=[msg],conf=config.get('notificationconfig'),parse_mode="markdown")
print (" -> debug telegram fine")
# Logging section
# ###########################
if not debug and config:
martaslog = ml(logfile=config.get('logfile'),receiver=config.get('notification'))
martaslog.telegram['config'] = config.get('notificationconfig')
martaslog.msg(statusmsg)
else:
print ("Debug selected - statusmsg looks like:")
print (statusmsg)
def main(argv):
version = '1.0.0'
configpath = ''
statusmsg = {}
debug = False
age = 1
iterate = 'day'
structure = '*'
logname = 'default'
try:
opts, args = getopt.getopt(argv, "hc:p:s:a:i:D", [
"config=",
"path=",
"structure=",
"age=",
"iterate=",
"debug=",
])
except getopt.GetoptError:
print('logfiledates.py -c <config>')
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print('-------------------------------------')
print('Description:')
print('-- logfiledates.py will analyse magnetic data --')
print(
'-----------------------------------------------------------------'
)
print('detailed description ..')
print('...')
print('...')
print('-------------------------------------')
print('Usage:')
print('python logfiledates.py -c <config>')
print('-------------------------------------')
print('Options:')
print('-c (required) : configuration data path')
print('-p : path')
print(
'-s : structure like "*.json" or "*A16.txt". Default is "*" '
)
print('-a : tolerated age (integer). Default is 1')
print(
'-i : increment of age (day, hour, minute, second). Default is day'
)
print('-l : name of the logger')
print('-------------------------------------')
print('Application:')
print(
'python3 logfiledates.py -c ../conf/wic.cfg -p /srv/archive/flags/uploads/ -a 1 -i day'
)
sys.exit()
elif opt in ("-c", "--path"):
# delete any / at the end of the string
configpath = os.path.abspath(arg)
elif opt in ("-p", "--path"):
# delete any / at the end of the string
path = os.path.abspath(arg)
elif opt in ("-s", "--structure"):
# get a list of jobs (adjusted, quasidefinitive,upload,plots)
structure = arg
elif opt in ("-a", "--age"):
# get a list of jobs (adjusted, quasidefinitive,upload,plots)
age = int(arg)
elif opt in ("-i", "--iterate"):
# get a list of jobs (adjusted, quasidefinitive,upload,plots)
iterate = arg
elif opt in ("-l", "--logger"):
# get a list of jobs (adjusted, quasidefinitive,upload,plots)
logname = arg
elif opt in ("-D", "--debug"):
# delete any / at the end of the string
debug = True
if debug:
print("Running loggin file dates")
if not os.path.exists(configpath):
print('Specify a valid path to configuration information')
print('-- check logfiledates.py -h for more options and requirements')
sys.exit()
print("1. Read and check validity of configuration data")
config = GetConf(configpath)
print("2. Activate logging scheme as selected in config")
config = DefineLogger(config=config,
category="DataProducts",
job=os.path.basename(__file__),
newname='mm-dp-logfiledate.log',
debug=debug)
name = "{}-{}".format(config.get('logname'), logname)
statusmsg[name] = 'Latest file younger than {} {}'.format(age, iterate)
print("3. Create file search")
filepath = os.path.join(path, structure)
print("4. Reading directory and getting latest file")
fi = _latestfile(filepath, date=False, latest=True, debug=True)
da = _latestfile(filepath, date=True, latest=True, debug=True)
if os.path.isfile(fi):
print(" - Got {} created at {}".format(fi, da))
diff = (datetime.utcnow() - da).total_seconds()
print(" - Diff {} sec".format(diff))
accepteddiff = agerange(age, iterate)
print(" - Accepted: {} sec".format(accepteddiff))
if not diff < accepteddiff:
statusmsg[name] = 'Latest file older than {} {}'.format(
age, iterate)
else:
print(" - No file(s) found - check path and structure")
statusmsg[name] = 'No file(s) found'
if not debug:
martaslog = ml(logfile=config.get('logfile'),
receiver=config.get('notification'))
martaslog.telegram['config'] = config.get('notificationconfig')
martaslog.msg(statusmsg)
else:
print("Debug selected - statusmsg looks like:")
print(statusmsg)
def main(argv):
version = '1.0.0'
configpath = ''
statusmsg = {}
debug = False
endtime = datetime.utcnow()
joblist = []
varioinst = ''
scalainst = ''
#joblist = ['flag','clean','archive','update','delete']
joblist = ['flag']
flagfilearchivepath = '' # default: flagarchive : /srv/archive/flags
flagfilepath = ''
consecutivethreshold = 100000
delsensor = 'RCST7_20160114_0001'
delcomment = 'aof - threshold 5.0 window 43200.0 sec'
# each input looks like:
# { SensorNamePart : [timerange, keys, threshold, window, markall, lowlimit, highlimit]
flagdict = {
'LEMI036': [7200, 'x,y,z', 6, 'Default', True, 'None', 'None'],
'LEMI025': [7200, 'x,y,z', 6, 'Default', True, 'None', 'None'],
'FGE': [7200, 'x,y,z', 5, 'Default', True, 'None', 'None'],
'GSM90_14245': [7200, 'f', 5, 'default', False, 'None', 'None'],
'GSM90_6': [7200, 'f', 5, 300, False, 'None', 'None'],
'GSM90_3': [7200, 'f', 5, 300, False, 'None', 'None'],
'GP20S3NSS2': [7200, 'f', 5, 'Default', False, 'None', 'None'],
'POS1': [7200, 'f', 4, 100, False, 'None', 'None'],
'BM35': [7200, 'var3', 'None', 'None', False, 750, 1000]
}
try:
opts, args = getopt.getopt(argv, "hc:e:j:p:s:o:D", [
"config=", "endtime=", "joblist=", "path=", "sensor=", "comment=",
"debug="
])
except getopt.GetoptError:
print('flagging.py -c <config>')
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print('-------------------------------------')
print('Description:')
print('-- flagging.py will determine the primary instruments --')
print(
'-----------------------------------------------------------------'
)
print('detailed description ..')
print('...')
print('...')
print('-------------------------------------')
print('Usage:')
print('python flagging.py -c <config>')
print('-------------------------------------')
print('Options:')
print('-c (required) : configuration data path')
print('-e : endtime, default is now')
print(
'-j : joblist: flag,clean,archive,update,delete; default is flag,clean'
)
print(
'-p : update - path to json files which end with flags.json'
)
print('-s : delete - sensor')
print('-o : delete - comment')
print('-------------------------------------')
print('Application:')
print('python flagging.py -c /etc/marcos/analysis.cfg')
print('Once per year:')
print(' python flagging.py -c /etc/marcos/analysis.cfg -j archive')
print('Eventually always:')
print(
' python flagging.py -c /etc/marcos/analysis.cfg -j upload -p /srv/archive/flags/uploads/'
)
print('Once a day/week:')
print(' python flagging.py -c /etc/marcos/analysis.cfg -j clean')
sys.exit()
elif opt in ("-c", "--config"):
# delete any / at the end of the string
configpath = os.path.abspath(arg)
elif opt in ("-e", "--endtime"):
# get an endtime
endtime = arg.split(',')
elif opt in ("-j", "--joblist"):
# get an endtime
joblist = arg.split(',')
elif opt in ("-p", "--path"):
# delete any / at the end of the string
flagfilepath = os.path.abspath(arg)
elif opt in ("-s", "--sensor"):
# hidden: delete sensor data
delsensor = arg
elif opt in ("-o", "--comment"):
delcomment = arg
elif opt in ("-D", "--debug"):
# delete any / at the end of the string
debug = True
print("Running flagging version {}".format(version))
print("--------------------------------")
if not os.path.exists(configpath):
print('Specify a valid path to configuration information')
print(
'-- check magnetism_products.py -h for more options and requirements'
)
sys.exit()
print("1. Read and check validity of configuration data")
config = GetConf(configpath)
print("2. Activate logging scheme as selected in config")
config = DefineLogger(config=config,
category="DataProducts",
job=os.path.basename(__file__),
newname='mm-dp-flagging.log',
debug=debug)
name1 = "{}-flag".format(config.get('logname'))
name2 = "{}-flag-lemitest".format(config.get('logname'))
name3 = "{}-cleaning".format(config.get('logname'))
name4 = "{}-archive".format(config.get('logname'))
name5 = "{}-upload".format(config.get('logname'))
statusmsg[name1] = 'flagging data sets successful'
statusmsg[name2] = 'Lemitest not performed'
statusmsg[name3] = 'Cleanup: cleaning database successful'
statusmsg[name4] = 'Archive: not time for archiving'
statusmsg[name5] = 'Upload: nothing to do'
flagfilearchivepath = config.get('flagarchive', '')
print(flagfilearchivepath)
if not os.path.isdir(flagfilearchivepath):
flagfilearchivepath = ''
if not os.path.isdir(flagfilepath):
flagfilepath = ''
print("3. Connect databases and select first available")
try:
config = ConnectDatabases(config=config, debug=debug)
db = config.get('primaryDB')
connectdict = config.get('conncetedDB')
except:
statusmsg[name1] = 'database failed'
if 'flag' in joblist:
print("4. Dealing with flagging dictionary")
try:
#ok = True
#if ok:
for elem in flagdict:
print(" -------------------------------------------")
print(" Dealing with sensorgroup which starts with {}".format(
elem))
print(" -------------------------------------------")
# Get parameter
timerange = flagdict[elem][0]
keyspar = flagdict[elem][1]
if keyspar in ['Default', 'default', 'All', 'all', '', None]:
keys = None
else:
keys = keyspar.split(',')
threshold = flagdict[elem][2]
if threshold in [
'Default', 'default', 'None', 'none', '', None
]:
threshold = None
windowpar = flagdict[elem][3]
if windowpar in [
'Default', 'default', 'None', 'none', '', None
]:
window = None
else:
window = timedelta(seconds=windowpar)
markall = flagdict[elem][4]
lowlimit = flagdict[elem][5]
if lowlimit in [
'Default', 'default', 'None', 'none', '', None
]:
lowlimit = None
highlimit = flagdict[elem][6]
if highlimit in [
'Default', 'default', 'None', 'none', '', None
]:
highlimit = None
starttime = datetime.utcnow() - timedelta(seconds=timerange)
print(
" - Using the following parameter: keys={},threshold={},window={},limits={}"
.format(keys, threshold, window, [lowlimit, highlimit]))
# Checking available sensors
sensorlist = dbselect(db, 'DataID', 'DATAINFO',
'SensorID LIKE "{}%"'.format(elem))
print(" -> Found {}".format(sensorlist))
print(" a) select 1 second or highest resolution data"
) # should be tested later again
validsensors1 = []
determinesr = []
srlist = []
for sensor in sensorlist:
res = dbselect(db, 'DataSamplingrate', 'DATAINFO',
'DataID="{}"'.format(sensor))
try:
sr = float(res[0])
print(" - Sensor: {} -> Samplingrate: {}".format(
sensor, sr))
if sr >= 1:
validsensors1.append(sensor)
srlist.append(sr)
except:
print("!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!")
print("Check sampling rate {} of {}".format(
res, sensor))
print("!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!")
determinesr.append(sensor)
print(" b) checking sampling rate of failed sensors")
for sensor in determinesr:
lastdata = dbgetlines(db, sensor, timerange)
if lastdata.length()[0] > 0:
sr = lastdata.samplingrate()
print(" - Sensor: {} -> Samplingrate: {}".format(
sensor, sr))
if sr >= 1:
validsensors1.append(sensor)
srlist.append(sr)
print(" c) Check for recent data")
validsensors = []
validsr = []
for idx, sensor in enumerate(validsensors1):
last = dbselect(db,
'time',
sensor,
expert="ORDER BY time DESC LIMIT 1")
if debug:
print(" Last time", last)
try:
dbdate = last[0]
except:
print(" - No data found for {}".format(sensor))
try:
if getstringdate(dbdate) > starttime:
print(" - Valid data for {}".format(sensor))
validsensors.append(sensor)
validsr.append(srlist[idx])
except:
print(" Dateformat problem for {}".format(sensor))
print(" d) Flagging data")
for idx, sensor in enumerate(validsensors):
lines = int(timerange / validsr[idx])
lastdata = dbgetlines(db, sensor, lines)
print(" - got {} datapoints".format(
lastdata.length()[0]))
if lastdata.length()[0] > 0:
sensorid = "_".join(sensor.split('_')[:-1])
print(" - getting existing flags for {}".format(
sensorid))
vflag = db2flaglist(db,
sensorid,
begin=datetime.strftime(
starttime,
"%Y-%m-%d %H:%M:%S"))
print(" - found {} existing flags".format(
len(vflag)))
if len(vflag) > 0:
try:
print(" - removing existing flags")
lastdata = lastdata.flag(vflag)
lastdata = lastdata.remove_flagged()
print(" ...success")
except:
print(
" ------------------------------------------------"
)
print(
" -- Failed to apply flags TODO need to check that"
)
flaglist = []
if threshold:
print(" - determining new outliers")
if debug:
print("MARK all: ", markall)
flagls = lastdata.flag_outlier(keys=keys,
threshold=threshold,
timerange=window,
returnflaglist=True,
markall=markall)
# now check flaglist---- if more than 20 consecutive flags... then drop them
flaglist = consecutive_check(flagls, remove=True)
#if len(flagls) > len(flaglist)+1 and sensor.startswith("LEMI036_1"): #+1 to add some room
# statusmsg[name2] = 'Step1: removed consecutive flags for {}: Found {}, Clean: {}'.format(sensor, len(flagls), len(flaglist))
print(
" - new outlier flags: {}; after combination: {}"
.format(len(flagls), len(flaglist)))
if lowlimit:
print(" - flagging data below lower limit")
flaglow = lastdata.flag_range(
keys=keys,
below=lowlimit,
text='below lower limit {}'.format(lowlimit),
flagnum=3)
if len(flaglist) == 0:
flaglist = flaglow
else:
flaglist.extend(flaglow)
if highlimit:
print(" - flagging data above higher limit")
flaghigh = lastdata.flag_range(
keys=keys,
above=highlimit,
text='exceeding higher limit {}'.format(
highlimit),
flagnum=3)
if len(flaglist) == 0:
flaglist = flaghigh
else:
flaglist.extend(flaghigh)
print(" -> RESULT: found {} new flags".format(
len(flaglist)))
if not debug and len(flaglist) > 0:
for dbel in connectdict:
dbt = connectdict[dbel]
print(
" -- Writing flags for sensors {} to DB {}"
.format(sensor, dbel))
print(" -- New flags: {}".format(
len(flaglist)))
prevflaglist = db2flaglist(dbt, sensorid)
if len(prevflaglist) > 0:
lastdata.flagliststats(prevflaglist,
intensive=True)
else:
print(
" - no flags so far for this sensor")
name3 = "{}-toDB-{}".format(
config.get('logname'), dbel)
statusmsg[
name3] = 'flags successfully written to DB'
try:
flaglist2db(dbt, flaglist)
except:
statusmsg[
name3] = 'flags could not be written to DB - disk full?'
aftflaglist = db2flaglist(dbt, sensorid)
lastdata.flagliststats(aftflaglist,
intensive=True)
except:
print(" -> flagging failed")
statusmsg[name1] = 'Step1: flagging failed'
if 'upload' in joblist and flagfilepath:
print("5. Upload flagging lists from files")
filelist = []
print(" Searching for new flagging files")
for fi in os.listdir(flagfilepath):
if fi.endswith("flags.json") or fi.endswith("flags.pkl"):
print(" -> found: {}".format(os.path.join(flagfilepath, fi)))
filelist.append(os.path.join(flagfilepath, fi))
if len(filelist) > 0:
for fi in filelist:
fileflaglist = loadflags(fi)
try:
instnamel = os.path.basename(fi).split('_')
instname = ["_".join(instnamel[:3])]
# Get instnames from fileflaglist
except:
instname = []
try:
flagdict = [{
"starttime": el[0],
"endtime": el[1],
"components": el[2].split(','),
"flagid": el[3],
"comment": el[4],
"sensorid": el[5],
"modificationdate": el[6]
} for el in fileflaglist]
instname2 = [el.get('sensorid') for el in flagdict]
uniqueinstnames = list(set(instname2))
instname = uniqueinstnames
if debug:
print(" - Sensorname(s) extracted from flag file")
except:
if debug:
print(" - Sensorname(s) extracted from file name")
pass
if len(fileflaglist) > 0:
print(" - Loaded {} flags from file {} for {}".format(
len(fileflaglist), fi, instname))
# get all flags from DB
dbflaglist = []
for inst in instname:
tmpdbflaglist = db2flaglist(db, inst)
dbflaglist = combinelists(dbflaglist, tmpdbflaglist)
print(" - {} flags in DB for {}".format(
len(dbflaglist), instname))
# combine flaglist
fileflaglist = combinelists(fileflaglist, dbflaglist)
# clean flaglist - necessary here as dublicates might come from combinations
flaglist = DataStream().flaglistclean(fileflaglist)
print(
" - {} flags remaining after cleaning. Delete {} replicates"
.format(len(flaglist),
len(fileflaglist) - len(flaglist)))
print(" - Combining consecutives")
flaglist = consecutive_check(flaglist)
print(" - {} flags remaining after joining consecutives.".
format(len(flaglist)))
# copy file to ...json.uploaded
date = datetime.strftime(datetime.utcnow(), "%Y%m%d%H%M")
if not debug:
copyfile(fi, "{}.uploaded{}".format(fi, date))
# delete existing flags in DB and fill with new 'clean' flaglist
for dbel in connectdict:
dbt = connectdict[dbel]
print(" -- Writing flags to DB {}".format(dbel))
for inst in instname:
flaglist2db(db,
flaglist,
mode='delete',
sensorid=inst)
# delete flagfile
os.remove(fi)
print(" -> Done")
else:
print(
" -> debug: will not modify or upload any datasets: {}"
.format(date))
statusmsg[
name5] = 'Upload: new flagging data sets uploaded'
else:
print(
" -> Flaglist {} is empty. If pkl file check python version..."
.format(fi))
if 'delete' in joblist and flagfilearchivepath:
print("Not existing. Deleting content")
# not yet available
#delsensor = 'RCST7_20160114_0001'
#delsensor = 'LEMI036_3_0001'
#delcomment = 'aof - threshold 5.0 window 43200.0 sec'
#delcomment = 'aof - threshold: 6, window: 600.0 sec'
# Backup any data too bee deleted?
parameter = 'comment'
if delcomment in ['0', '1', '2', '3', '4']:
parameter = 'flagnumber'
print(
" - found a valid flagnumber as value: removing flags with FlagID {}"
.format(delcomment))
elif delcomment in KEYLIST:
parameter = 'key'
print(
" - found a valid key as value: removing all flags for key {}".
format(delcomment))
print(" - selected sensor {}".format(delsensor))
flaglist = db2flaglist(db, delsensor)
print(" - got {} flags".format(len(flaglist)))
toberemovedflaglist = DataStream().flaglistmod('select',
flaglist,
parameter=parameter,
value=delcomment)
print(" - will backup and then remove {} flags matching your criteria".
format(len(toberemovedflaglist)))
flagfile = os.path.join(
flagfilearchivepath, 'flags_{}_backup_{}.json'.format(
delsensor, datetime.strftime(datetime.utcnow(), "%Y%m%d%H%M")))
succ = saveflags(toberemovedflaglist, flagfile)
if succ:
print(" - backup saved to {}".format(flagfile))
remainingflaglist = DataStream().flaglistmod('delete',
flaglist,
parameter=parameter,
value=delcomment)
print(" - remaining {} flags".format(len(remainingflaglist)))
if not debug:
for dbel in connectdict:
dbt = connectdict[dbel]
print(" -- Writing flags to DB {}".format(dbel))
flaglist2db(dbt,
remainingflaglist,
mode='delete',
sensorid=delsensor)
print(" -> Done")
else:
print(" -> Debug selected - no changes made to DB")
else:
print(
" Backup could not be saved - aborting - check directory permissions"
)
if 'clean' in joblist:
print("6. Cleaning flagging list")
try:
print(" Cleaning up all records")
cumflag = []
stream = DataStream()
flaglist = db2flaglist(db, 'all')
if debug:
print(" -> Found {} flags in database".format(len(flaglist)))
print(" --------------------------------------")
stream.flagliststats(flaglist, intensive=True)
print(" --------------------------------------")
currentyear = endtime.year
yearlist = [i for i in range(2000, currentyear + 2)]
for year in yearlist:
startyear = year - 1
print(" Checking data from {} until {}".format(
startyear, year))
beg = '{}-01-01'.format(startyear)
end = '{}-01-01'.format(year)
flaglist_tmp = db2flaglist(db, 'all', begin=beg, end=end)
print(" -> Found {} flags in database between {} and {}".
format(len(flaglist_tmp), startyear, year))
if len(flaglist_tmp) > 0:
print(" - Cleaning up flaglist")
clflaglist_tmp = stream.flaglistclean(flaglist_tmp,
progress=True)
print(" -> {} flags remaining".format(
len(clflaglist_tmp)))
if len(clflaglist_tmp) < consecutivethreshold:
# TODO this method leads to a killed process sometimes...
print(" - Combining consecutives")
coflaglist_tmp = consecutive_check(
clflaglist_tmp) #debug=debug)
else:
coflaglist_tmp = clflaglist_tmp
print(" -> {} flags remaining".format(
len(coflaglist_tmp)))
if len(cumflag) == 0:
cumflag = coflaglist_tmp
else:
cumflag.extend(coflaglist_tmp)
if debug:
print(" -> cleaned record contains {} flags".format(
len(cumflag)))
print(" --------------------------------------")
stream.flagliststats(cumflag, intensive=True)
print(" --------------------------------------")
if not debug:
for dbel in connectdict:
dbt = connectdict[dbel]
print(" -- Writing flags to DB {}".format(dbel))
flaglist2db(dbt, cumflag, mode='delete', sensorid='all')
print(" -> cleaned flaglist uploaded to DB")
statusmsg[name3] = 'Cleanup: cleaning database successful'
except:
print(" -> failure while cleaning up")
statusmsg[name3] = 'Cleanup: failure'
# schedule with crontab at February 1st 6:00 (analyze yearly) flagging -c /wic.cfg -j archive
if 'archive' in joblist and flagfilearchivepath:
print("7. Saving archive and deleting old db contents")
print(" Archiving flags")
print(" ---------------")
print(" Every year in February - archive full year two years ago")
print(" Delete all inputs older than two years from DB")
## e.g. Feb 2019 -> Keep only 2017 and 2018 in DB
## archive everything before 2017
## delete everything before 2017
## -> archive containsnow : flags_2016_final.pkl, # and 2015,etc
## -> flags_archive.pkl current backup (only monthly)
## -> DB contains 2017 to present ... 3 years max
stream = DataStream()
flaglist = db2flaglist(db, 'all')
if debug:
print(" -> Found {} flags in database".format(len(flaglist)))
print(" --------------------------------------")
stream.flagliststats(flaglist)
print(" --------------------------------------")
# Backup and export all old flags
minyear = 2015
succ = False
currentyear = endtime.year
if currentyear - 3 > minyear:
yearlist = [i for i in range(minyear, currentyear - 2)]
else:
yearlist = [2015]
flaglist_tmp = []
for year in yearlist:
startyear = 2000
if year > 2015:
startyear = year - 1
print(" Archiving flaglist until {}".format(year))
flagfile = os.path.join(flagfilearchivepath,
'flags_{}-{}.json'.format(startyear, year))
beg = '{}-01-01'.format(startyear)
end = '{}-01-01'.format(year)
flaglist_tmp = db2flaglist(db, 'all', begin=beg, end=end)
if len(flaglist_tmp) > 0:
print(" -> Found {} flags in database between {} and {}".
format(len(flaglist_tmp), startyear, year))
if os.path.isfile(flagfile):
fileflaglist = loadflags(flagfile)
print(" -> Found {} flags in file".format(
len(fileflaglist)))
flaglist_tmp.extend(fileflaglist)
# Cleaning has been done already
print(" - Saving flag archive to {}".format(flagfilepath))
succ = saveflags(flaglist_tmp, flagfile, overwrite=True)
print(" -> Done")
if succ:
# drop all flags from flaglist
print(" Droping all flags until year {}".format(year))
newflaglist = stream.flaglistmod('delete',
flaglist,
starttime='2000-01-01',
endtime=end)
print(" -> remaining amount of flags: {}".format(
len(newflaglist)))
# Cleaning has been done already
print(
" Uploading new list to database and deleting all other inputs"
)
print(" --------------------------------------")
stream.flagliststats(newflaglist)
print(" --------------------------------------")
if not debug:
for dbel in connectdict:
dbt = connectdict[dbel]
print(" -- Writing flags to DB {}".format(dbel))
flaglist2db(dbt, newflaglist, mode='delete')
print(" -> Done")
else:
print(" -> Debug selected - no changes made to DB")
statusmsg[name4] = 'Archiving flags: done until {}'.format(year)
else:
print(" -> Problem with saving files - aborting")
statusmsg[name4] = 'Archiving flags: file saving problem'
print("------------------------------------------")
print(" flagging finished")
print("------------------------------------------")
print("SUCCESS")
if not debug:
martaslog = ml(logfile=config.get('logfile'),
receiver=config.get('notification'))
martaslog.telegram['config'] = config.get('notificationconfig')
martaslog.msg(statusmsg)
else:
print("Debug selected - statusmsg looks like:")
print(statusmsg)
def main(argv):
version = __version__
configpath = ''
statusmsg = {}
outpath='/tmp'
sensordefpath=''
sensordefs = {}
dayrange = 3
plotstyle = 'magpy' # one in magpy, xxx
starttime = None
endtime = None
newloggername = 'mm-pp-tilt.log'
flaglist = []
plotname = 'debug'
debug=False
opacity = 0.7
fullday = False
show = False
confinex = False
gridcolor = '#316931'
dropflagged = False
sensorid='LM_TILT01_0001'
keylist=None
try:
opts, args = getopt.getopt(argv,"hc:i:o:y:s:e:r:l:D",["config=","input=","output=","style=","starttime=","endtime=","range=","loggername=","debug=",])
except getopt.GetoptError:
print ('try general_graph.py -h for instructions')
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print ('-------------------------------------')
print ('Description:')
print ('-- general_graph.py will plot sensor data --')
print ('-----------------------------------------------------------------')
print ('detailed description ..')
print ('...')
print ('...')
print ('-------------------------------------')
print ('Usage:')
print ('python general_graph.py -c <config>')
print ('-------------------------------------')
print ('Options:')
print ('-c (required) : configuration data path')
print ('-i : input json file for sensor information')
print ('-o : output directory (or file) to save the graph')
print ('-y : plot style')
print ('-l : loggername e.g. mm-pp-tilt.log')
print ('-s : starttime')
print ('-e : endtime')
print ('-r : range in days')
print ('-------------------------------------')
print ('Application:')
print ('python3 general_graph.py -c ../conf/wic.cfg -i ../conf/sensordef_plot.json -e 2020-12-17')
print ('# debug run on my machine')
print ('python3 general_graph.py -c ../conf/wic.cfg -e 2020-12-17 -D')
sys.exit()
elif opt in ("-c", "--config"):
# delete any / at the end of the string
configpath = os.path.abspath(arg)
elif opt in ("-i", "--input"):
# delete any / at the end of the string
sensordefpath = os.path.abspath(arg)
elif opt in ("-o", "--output"):
# delete any / at the end of the string
outpath = os.path.abspath(arg)
elif opt in ("-y", "--style"):
# define a plotstyle
plotstyle = arg
elif opt in ("-s", "--starttime"):
# starttime of the plot
starttime = arg
elif opt in ("-e", "--endtime"):
# endtime of the plot
endtime = arg
elif opt in ("-r", "--range"):
# range in days
dayrange = int(arg)
elif opt in ("-l", "--loggername"):
# loggername
newloggername = arg
elif opt in ("-D", "--debug"):
# delete any / at the end of the string
debug = True
if debug:
print ("Running graph creator in analysis version {}".format(version))
if not os.path.exists(configpath):
print ('Specify a valid path to configuration information')
print ('-- check general_graph.py -h for more options and requirements')
sys.exit()
if not os.path.exists(sensordefpath):
print ('Sensordefinitions not found...')
if debug:
print (' ... but debug selected - using dummy values')
sensordefs = debugsensor
# creating a dummy sensordefs file in tmp
print (' ... and now creating an example in /tmp/sensordefinitions_default.json')
WriteMemory('/tmp/sensordefinitions_default.json', sensordefs)
else:
print ('-- check general_graph.py -h for more options and requirements')
sys.exit()
if endtime:
try:
endtime = DataStream()._testtime(endtime)
except:
print ("Endtime could not be interpreted - Aborting")
sys.exit(1)
else:
endtime = datetime.utcnow()
if not starttime:
starttime = endtime-timedelta(days=dayrange)
else:
try:
starttime = DataStream()._testtime(starttime)
dayrange = int((endtime-starttime).days)
except:
print ("Starttime could not be interpreted - Aborting")
sys.exit(1)
# general test environment:
if debug and sensorid == 'travis':
print (" basic code test successful")
sys.exit(0)
print ("1. Read and check validity of configuration data")
config = GetConf(configpath)
print ("2. Activate logging scheme as selected in config")
config = DefineLogger(config=config, category = "TestPlotter", job=os.path.basename(__file__), newname=newloggername, debug=debug)
print ("3. Connect to databases")
config = ConnectDatabases(config=config, debug=debug)
print ("4. Read sensordefinitions")
if not sensordefs:
print (sensordefpath)
sensordefs = ReadMemory(sensordefpath)
plotname = os.path.basename(sensordefpath).replace('.json','').replace('_plot','')
print ("Plotname : ", plotname)
statname = "plot-{}".format(plotname)
pass
else:
statname = "plot-{}".format('debug')
print ("4.1 Extracting some basic definitions from sensor configuartion")
senspar = sensordefs.get('parameter',{})
if senspar.get('fullday','False') in ['True','true','TRUE',True]:
fullday = True
try:
opacity = float(senspar.get('opacity',0.7))
except:
pass
if senspar.get('show','False') in ['True','true','TRUE',True]:
show = True
if senspar.get('confinex','False') in ['True','true','TRUE',True]:
confinex = True
gridcolor = senspar.get('gridcolor','#316931')
bartrange = float(senspar.get('bartrange',0.06))
print (" Fullday: {}, Opacity: {}, Show: {}, Confinex: {}, Gridcolor: {}".format(fullday,opacity, show,confinex,gridcolor))
print ("5. Cycle through sensordefinitions")
symbollist = []
specialdict = []
streamlist = []
keylist = []
filllist = []
paddinglist=[]
annotatelist =[]
colorlist=[]
flaglist = []
for cnt,dataid in enumerate(sensordefs):
if not dataid=='parameter':
processname = "{}-{}".format(statname,dataid.replace("_","-"))
statusmsg[processname] = "failure"
useflags = False
outlier = False
dropflagged = False
sensdict = sensordefs[dataid]
revision = sensdict.get('revision','0001')
print ("5.{}.1 Check SensorID - or whether DataID provided for {}".format(cnt+1,dataid))
sensorid, revision = CheckSensorID(dataid, revision, debug=debug)
keys = sensdict.get('keys',[])
columns = sensdict.get('columns',[])
units = sensdict.get('units',[])
path = sensdict.get('source','')
plotstyle = sensdict.get('plotstyle','line')
flagtreatment = sensdict.get('flags','')
if 'outlier' in flagtreatment:
outlier = True
dropflagged = True
if 'flag' in flagtreatment or 'drop' in flagtreatment:
useflags = True
if 'drop' in flagtreatment:
dropflagged = True
filenamebegins = sensdict.get('filenamebegins','')
filenameends = sensdict.get('filenameends','')
mergepath = sensdict.get('basesource','')
mergebegins = sensdict.get('basebegins','')
mergeends = sensdict.get('baseends','')
if keys:
print ("5.{}.2 Read datastream for {}".format(cnt+1,dataid))
try:
stream, fl = ReadDatastream(config=config, starttime=starttime, endtime=endtime, sensorid=sensorid, keylist=keys, revision=revision, flags=useflags, outlier=outlier, dropflagged=dropflagged, datapath=path, filenamebegins=filenamebegins, filenameends=filenameends,mergepath=mergepath, mergebegins=mergebegins, mergeends=mergeends, columns=columns, units=units, debug=debug)
if stream and stream.length()[0]>1:
print ("5.{}.3 Check out flagging and annotation".format(cnt+1))
if 'flag' in flagtreatment:
print (" -> eventuallyadding existing standard flags from DB")
flaglist = fl
if 'quake' in flagtreatment:
quakekey = sensdict.get('quakekey',keys[0])
print (" -> eventually adding QUAKES to column {}".format(quakekey))
fl = Quakes2Flags(config=config, endtime=endtime, timerange=dayrange+1, sensorid=sensorid, keylist=quakekey, debug=debug)
flaglist = combinelists(flaglist,fl)
if 'coil' in flagtreatment:
print (" -> eventually adding COIL data to column xxx")
pass
if len(flaglist) > 0:
print (" => total amount of {} flags added".format(len(flaglist)))
stream = stream.flag(flaglist)
print ("5.{}.4 Creating plot configuration lists".format(cnt+1))
streamlist.append(stream)
keylist.append(keys)
padding = sensdict.get('padding',[])
if not padding:
padding = [0.0 for el in keys]
paddinglist.append(padding)
annotate = sensdict.get('annotate',[])
if not annotate:
annotate = [False for el in keys]
annotatelist.append(annotate)
color = sensdict.get('color',[])
if not color:
color = ['k' for el in keys]
colorlist.extend(color)
if plotstyle == 'line':
symbol = ['-' for el in keys]
elif plotstyle == 'bar':
symbol = ['z' for el in keys]
else:
symbol = ['-' for el in keys]
symbollist.extend(symbol)
fill = sensdict.get('fill',[])
filllist.extend(fill)
speciald = sensdict.get('specialdict',{})
print (speciald)
#for el in speciald:
# vals = speciald[el]
# if isinstance(vals,list):
# vals = [int(ele) for ele in vals]
# speciald[el] = vals
# print (speciald[el])
#print (specialdict)
#specialdict.extend(speciald)
print (" ==> section 5.{} done".format(cnt+1))
#print (specialdict)
statusmsg[processname] = "success"
except:
print (" -- severe error in data treatment")
pass
else:
print (" -- no keys defined - skipping this sensor")
pass
if len(streamlist) > 0:
#mp.plotStreams(streamlist,keylist, fill=filllist, colorlist=colorlist, padding=paddinglist, annotate=annotatelist, gridcolor='#316931', confinex=True, opacity=0.7)
print ("6. Creating plot")
if os.path.isdir(outpath):
# creating file name from sensorsdef input file
fullplotpath = os.path.join(outpath,"{}_{}.png".format(plotname,datetime.strftime(endtime,"%Y-%m-%d")))
print (" -> Saving graph to {}".format(fullplotpath))
elif os.path.isfile(outpath):
fullplotpath = outpath
else:
fullplotpath = ''
CreateDiagram(streamlist,keylist, filllist=filllist, colorlist=colorlist, paddinglist=paddinglist, annotatelist=annotatelist, symbollist=symbollist, specialdict=specialdict, gridcolor=gridcolor, confinex=confinex, opacity=opacity, fullday=fullday, bartrange=bartrange, show=show, fullplotpath=fullplotpath, debug=debug)
if not debug:
martaslog = ml(logfile=config.get('logfile'),receiver=config.get('notification'))
martaslog.telegram['config'] = config.get('notificationconfig')
martaslog.msg(statusmsg)
else:
print ("Debug selected - statusmsg looks like:")
print (statusmsg)
def main(argv):
version = '1.0.0'
statusmsg = {}
jobs = ''
joblist = []
configpath = ''
jobname = 'MARTASMONITOR'
hostname = socket.gethostname().upper()
allowedjobs = ['martas','space','marcos','logfile']
debug = False
travistestrun = False
#testst = DataStream()
monitorconf = {'logpath' : '/var/log/magpy/mm-monitor.log', # path to log file
'basedirectory' : '/srv', # base directory of buffer (MARTAS) and archive (MARCOS)
'dbcredentials' : 'cobsdb', # where to find database credentials
'defaultthreshold' : '600', # accepted age of data in file or database (in seconds)
'ignorelist' : ['BASELINE','QUAKES','IPS','PIERS','DATAINFO','SENSORS','STATIONS','DIDATA_WIC','FLAGS'], # sensors not too be checked
'thresholds' : {'RCS':180000,'TILT':100000,'METEO':10800,'WIC':20000,'GAMMA':10800,'GWR':10800, 'LEMI036_3':180000, 'GSM90_6107632':180000, 'BMP085_10085004':180000, 'SHT75_RASHT004':180000, 'GSM90_7':180000, 'GP20S3EWstatus': 180000}, # threshold definitions
'tmpdir' : '/tmp', # for log file to check
'logfile' : '/var/log/magpy/marcos.log', # log file to check
'logtesttype' : 'repeat', # checks on log file: NEW (new input), REPEATed, LAST, CONTAIN message (REPEAT: if a certain message is repeated more than x times)
'logsearchmessage' : 'writeDB: unknown MySQL error when checking for existing tables!',
'tolerance' : 20, # tolerated amount of repeated messages
'joblist' : ['space','martas','marcos','logfile'], # basic job list (can be space (only disk space), martas (buffer files), marcos (tables), logfile (logfiles)
'execute' : '/path/execute.sh', # bash script to be executed if critical error is found (message contains 'execute'), add execution date to log
'executecriteria' : 'alternating', # day (every day), week (once per week), alternating (try immidiatly, then one day later, finally one week later),
'notification' : 'telegram', # none,mail,telegram
'notificationconf' : '/etc/martas/telegram.cfg', # configuration for notification
'level' : 3 }
try:
opts, args = getopt.getopt(argv,"hc:n:j:vDT",["config=","jobname=","joblist=",])
except getopt.GetoptError:
print ('monitor.py -c <config> -n <jobname> -j <joblist> -v <version>')
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print ('------------------------------------------------------------')
print ('Description:')
print ('-- monitor.py to monitor MARTAS/MARCOS machines and logs --')
print ('------------------------------------------------------------')
print ('monitor.py is a python program for testing data actuality,')
print ('get changes in log files, and get warings if disk space is')
print ('getting small.')
print ('Therefore is is possible to monitor most essential aspects')
print ('of data acquisition and storage. Besides, monitor.py can ')
print ('be used to trigger external scripts in case of an observed')
print ('"CRITICAL: execute script." state.')
print ('monitor requires magpy >= 0.9.5.')
print ('-------------------------------------')
print ('Usage:')
print ('monitor.py -c <config> -n <jobname> -j <joblist>')
print ('-------------------------------------')
print ('Options:')
print ('-c (required) : path to a configuration file')
print ('-n : give a name to the monitoring job')
print ('-j : override the joblist in conf')
print ('-v : print the current version of monitor.py')
print ('-------------------------------------')
print ('Application:')
print ('python3 monitor.py -c /etc/martas/appconf/monitor.cfg')
print ('python3 monitor.py -c /etc/martas/appconf/monitor.cfg -n DATABASE -j marcos')
print ('python3 monitor.py -c /etc/martas/appconf/monitor.cfg -n MARTAS -j martas,space')
print ('python3 monitor.py -c /etc/martas/appconf/monitor.cfg -n MARCOSLOG -j log')
sys.exit()
elif opt in ("-c", "--config"):
configpath = arg
elif opt in ("-n", "--jobname"):
jobname = arg
elif opt in ("-j", "--joblist"):
jobs = arg
elif opt == "-v":
print ("monitor.py version: {}".format(version))
elif opt in ("-D", "--debug"):
debug = True
elif opt in ("-T", "--test"):
travistestrun = True
# Testing inputs
# --------------------------------
if configpath == '':
# create a config file in /etc/martas/appconf/monitor.cfg
# use default monitorconf
joblist = monitorconf.get('joblist')
if not isinstance(joblist,list):
joblist = [joblist]
joblist = _testJobs(joblist,allowedjobs)
else:
if os.path.isfile(configpath):
print ("read file with GetConf")
monitorconf = GetConf2(configpath)
# directly get the joblist
joblist = monitorconf.get('joblist')
if not isinstance(joblist,list):
joblist = [joblist]
joblist = _testJobs(joblist,allowedjobs)
else:
print ('Specify a valid path to a configuration file')
print ('-- check monitor.py -h for more options and requirements')
sys.exit()
if jobname == '':
print ('An empty jobname is not allowed - using MARTASMONITOR')
jobname = 'MARTASMONITOR'
else:
jobname = str(jobname)
if jobs:
tjoblist = jobs.split(',')
tjoblist = _testJobs(tjoblist,allowedjobs)
if tjoblist:
joblist = tjoblist
if not joblist:
print ('Specify a valid job within the joblist of the conf file or dierctly')
print ('-- check monitor.py -h for more options and requirements')
sys.exit()
# Preconfigure logging
# --------------------------------
testname = "{}-{}-monitor".format(hostname, jobname)
logpath = monitorconf.get('logpath')
if debug:
print (testname, logpath)
# Extract configuration data
# --------------------------------
receiver = monitorconf.get('notification')
receiverconf = monitorconf.get('notificationconf')
basedirectory = monitorconf.get('basedirectory')
defaultthreshold = int(monitorconf.get('defaultthreshold'))
ignorelist = monitorconf.get('ignorelist')
thresholddict = monitorconf.get('thresholds')
dbcred = monitorconf.get('dbcredentials')
tmpdir = monitorconf.get('tmpdir')
logfile = monitorconf.get('logfile')
logtesttype = monitorconf.get('logtesttype')
testamount = int(monitorconf.get('tolerance'))
logsearchmessage = monitorconf.get('logsearchmessage')
execute = monitorconf.get('execute',None)
if not isinstance(ignorelist, list):
ignorelist = []
if debug:
print (receiver, receiverconf, basedirectory, defaultthreshold)
print (ignorelist)
# Run the main program
# --------------------------------
if debug:
print ("Running the following jobs: {}".format(joblist))
try:
if 'space' in joblist:
if debug:
print ("Running space job")
try:
spacename = "{}-diskspace".format(jobname)
statusmsg[spacename] = getspace(basedirectory)
except:
statusmsg['diskspace'] = "Checking disk space failed"
if 'martas' in joblist:
if debug:
print ("Running martas job")
statusmsg = CheckMARTAS(testpath=basedirectory, threshold=defaultthreshold, jobname=jobname, statusdict=statusmsg, ignorelist=ignorelist,thresholddict=thresholddict, debug=debug)
if 'marcos' in joblist:
if debug:
print ("Running marcos job")
db = ConnectDB(dbcred)
statusmsg = CheckMARCOS(db, threshold=defaultthreshold, jobname=jobname, statusdict=statusmsg, excludelist=ignorelist,acceptedoffsets=thresholddict, debug=debug)
if 'logfile' in joblist:
if debug:
print ("Running logfile job on {}".format(logfile))
statusmsg = CheckLogfile(logfile, tmpdir=tmpdir, jobname=jobname, statusdict=statusmsg, testtype=logtesttype, logsearchmessage=logsearchmessage, tolerance=testamount, debug=debug)
if execute:
# scan statusmessages for execute call
if any([statusmsg.get(stat).find('CRITICAL: execute script')>-1 for stat in statusmsg]):
# Found a critical execution message
if debug:
print ("Running execute job")
statusmsg = ExecuteScript(execute,jobname=jobname, statusdict=statusmsg)
statusmsg[testname] = "monitoring application running succesful"
except:
statusmsg[testname] = "error when running monitoring application - please check"
if debug:
print (statusmsg)
else:
martaslog = ml(logfile=logpath,receiver=receiver)
martaslog.telegram['config'] = receiverconf
martaslog.msg(statusmsg)
print ("----------------------------------------------------------------")
print ("monitoring app finished")
print ("----------------------------------------------------------------")
print ("SUCCESS")
if travistestrun:
return True
def main(argv):
version = '1.0.0'
configpath = ''
statusmsg = {}
debug=False
endtime = datetime.utcnow()
joblist = ['NEIC','AT']
stb = DataStream()
sta = DataStream()
errorcntAT = 0
errorcntNE = 0
uploadcheck = 1
path = '/tmp/neic_quakes.d'
try:
opts, args = getopt.getopt(argv,"hc:e:j:p:s:o:D",["config=","endtime=","joblist=","debug="])
except getopt.GetoptError:
print ('quakes_import.py -c <config>')
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print ('-------------------------------------')
print ('Description:')
print ('-- quakes_import.py will determine the primary instruments --')
print ('-----------------------------------------------------------------')
print ('detailed description ..')
print ('...')
print ('...')
print ('-------------------------------------')
print ('Usage:')
print ('python quakes_import.py -c <config>')
print ('-------------------------------------')
print ('Options:')
print ('-c (required) : configuration data path')
print ('-e : endtime, default is now')
print ('-j : joblist: NEIC, AT')
print ('-p : path for neic data')
print ('-------------------------------------')
print ('Application:')
print ('python quakes_import.py -c /etc/marcos/analysis.cfg -p /home/cobs/ANALYSIS/Seismo/neic_quakes.d')
sys.exit()
elif opt in ("-c", "--config"):
# delete any / at the end of the string
configpath = os.path.abspath(arg)
elif opt in ("-e", "--endtime"):
# get an endtime
endtime = arg.split(',')
elif opt in ("-j", "--joblist"):
# get an endtime
joblist = arg.split(',')
elif opt in ("-p", "--path"):
path = arg
elif opt in ("-D", "--debug"):
# delete any / at the end of the string
debug = True
print ("Running flagging version {}".format(version))
print ("--------------------------------")
if not os.path.exists(configpath):
print ('Specify a valid path to configuration information')
print ('-- check magnetism_products.py -h for more options and requirements')
sys.exit()
print ("1. Read and check validity of configuration data")
config = GetConf(configpath)
print ("2. Activate logging scheme as selected in config")
config = DefineLogger(config=config, category = "DataProducts", job=os.path.basename(__file__), newname='mm-di-quakes.log', debug=debug)
namea = "{}-quakes-AT".format(config.get('logname'))
nameb = "{}-quakes-NEIC".format(config.get('logname'))
currentvaluepath = config.get('currentvaluepath')
print ("3. Connect databases and select first available")
try:
config = ConnectDatabases(config=config, debug=debug)
db = config.get('primaryDB')
connectdict = config.get('conncetedDB')
except:
statusmsg[name1] = 'database failed'
print (" -> connected databases: {}".format(connectdict))
proxy = ''
prox = config.get('proxy','')
proxport = config.get('proxyport')
if prox:
proxy = "--proxy http://{}:{} ".format(prox,proxport)
(startlong, startlat) = dbcoordinates(db, 'A2')
if 'AT' in joblist:
try:
print ("Getting Austrian data")
print ("---------------------")
statusmsg[namea] = 'Austrian data added'
if not stb.length()[0] > 0: # only load it once
print (" - getting Austrian data from geoweb")
stb = read('http://geoweb.zamg.ac.at/static/event/lastweek.csv')
stb.header['DataFormat'] = 'NEICCSV'
stb.header['DataSource'] = 'Austrian Seismological Service'
stb.header['DataReferences'] = 'http://geoweb.zamg.ac.at/static/event/lastmonth.csv'
if debug:
print (" - Found :", stb.length())
dct = stb._get_key_names()
poslon = KEYLIST.index(dct.get('longitude'))
poslat = KEYLIST.index(dct.get('latitude'))
lonar = stb.ndarray[poslon]
latar = stb.ndarray[poslat]
# calculate distance between points
from pyproj import Geod
g = Geod(ellps='WGS84')
ar = []
for idx,el in enumerate(lonar):
(az12, az21, dist) = g.inv(startlong, startlat, el, latar[idx])
ar.append(dist/1000.)
pos = KEYLIST.index('var5')
stb.header['col-var5'] = 'distance from COBS'
stb.header['unit-col-var5'] = 'km'
stb.ndarray[pos] = np.asarray(ar)
# Add to DB like BLV data, Kp data
# Please Note: you must manually insert a DATAID in DATAINFO to upload header data
# insert into DATAINFO (DataID, SensorID) VALUES ('QUAKES','QUAKES');
stb.header['StationID'] = 'SGO'
stb = stb.extract('f',2,'>=')
if debug:
print (" - Found :", stb.length())
if not debug:
dbupdateDataInfo(db, 'QUAKES', stb.header)
stb = fix_datastream_for_db(stb)
if not debug:
for dbel in connectdict:
dbt = connectdict[dbel]
print (" -- Writing AT Quakes to DB {}".format(dbel))
writeDB(dbt,stb,tablename='QUAKES',StationID='SGO')
print (" -> Done")
else:
print (" - Debug selected: ")
print (" last line of AT {}".format(stb.length()))
print (" -> Austrian data has been added to all databases")
print ("----------------------------")
print (" Now writing last AT update into current value")
#statusmsg[namea] = 'Austrian data added'
errorcntAT = 0
# update upload time in current data file
fulldict = getcurrentdata(currentvaluepath)
valdict = fulldict.get('logging',{})
uploadtime = datetime.strftime(datetime.utcnow(),"%Y-%m-%d %H:%M")
valdict['seismoATdata'] = [uploadtime,'']
fulldict[u'logging'] = valdict
if not debug:
print (" Writing update time to current data")
writecurrentdata(currentvaluepath, fulldict)
print (" -> Updating time has been written to current data")
print ("----------------------------")
print (" DONE")
print ("----------------------------")
except:
errorcntAT += 1
if errorcntAT > 1:
message = True
#statusmsg[namea] = 'Austrian data failed'
fulldict = getcurrentdata(currentvaluepath)
valdict = fulldict.get('logging',{})
try:
lastupload = datetime.strptime(valdict.get('seismoATdata',['',''])[0],"%Y-%m-%d %H:%M")
if not lastupload < datetime.utcnow()-timedelta(hours=uploadcheck):
message = False
except:
message = True
if message:
print ('Austrian data failed')
statusmsg[namea] = 'Austrian data failed'
if 'NEIC' in joblist:
#try:
print ("Downloading NEIC data")
print ("---------------------")
statusmsg[nameb] = 'NEIC data added'
if not sta.length()[0] > 0: # only load it once
print (" - getting NEIC data from usgs")
os.system('curl https://earthquake.usgs.gov/earthquakes/feed/v1.0/summary/4.5_week.csv {}-s > {}'.format(proxy,path))
sta = read(path)
sta.header['DataFormat'] = 'NEICCSV'
#sta.header['DataSource'] = 'US National Earthquake information center'
#sta.header['DataReferences'] = 'http://earthquake.usgs.gov'
dct = sta._get_key_names()
poslon = KEYLIST.index(dct.get('longitude'))
poslat = KEYLIST.index(dct.get('latitude'))
lonar = sta.ndarray[poslon]
latar = sta.ndarray[poslat]
# calculate distance between points
from pyproj import Geod
g = Geod(ellps='WGS84')
ar = []
for idx,el in enumerate(lonar):
(az12, az21, dist) = g.inv(startlong, startlat, el, latar[idx])
ar.append(dist/1000.)
pos = KEYLIST.index('var5')
sta.header['col-var5'] = 'distance from COBS'
sta.header['unit-col-var5'] = 'km'
sta.ndarray[pos] = np.asarray(ar)
# Add to DB like BLV data, Kp data
# Please Note: you must manually insert a DATAID in DATAINFO to upload header data
# insert into DATAINFO (DataID, SensorID) VALUES ('QUAKES','QUAKES');
sta.header['StationID'] = 'SGO'
sta = sta.extract('f',5,'>=')
print (" got {} quakes above magnitude 5".format(sta.length()[0]))
if not debug:
dbupdateDataInfo(db, 'QUAKES', sta.header)
sta = fix_datastream_for_db(sta)
if not debug:
for dbel in connectdict:
dbt = connectdict[dbel]
print (" -- Writing NEIC Quakes to DB {}".format(dbel))
writeDB(dbt,sta,tablename='QUAKES',StationID='SGO')
print (" -> done")
else:
print (" - Debug selected: ")
print (" last line of NEIC {}".format(stb.length()))
print ("NEIC data has been added")
print ("----------------------------")
print (" Now writing last NEIC update into current value")
#statusmsg[nameb] = 'NEIC data added'
errorcntNE = 0
# update upload time in current data file
fulldict = getcurrentdata(currentvaluepath)
valdict = fulldict.get('logging',{})
uploadtime = datetime.strftime(datetime.utcnow(),"%Y-%m-%d %H:%M")
valdict['seismoNEICdata'] = [uploadtime,'']
fulldict[u'logging'] = valdict
if not debug:
writecurrentdata(currentvaluepath, fulldict)
"""
except:
print (" error encountered")
errorcntNE+=1
if errorcntNE > 1:
message = True
fulldict = getcurrentdata(currentvaluepath)
valdict = fulldict.get('logging',{})
try:
lastupload = datetime.strptime(valdict.get('seismoNEICdata',['',''])[0],"%Y-%m-%d %H:%M")
if not lastupload < datetime.utcnow()-timedelta(hours=uploadcheck):
message = False
except:
message = True
if message:
statusmsg[nameb] = 'NEIC data failed'
"""
print ("------------------------------------------")
print (" quakes_import finished")
print ("------------------------------------------")
print ("SUCCESS")
if not debug:
martaslog = ml(logfile=config.get('logfile'),receiver=config.get('notification'))
martaslog.telegram['config'] = config.get('notificationconfig')
martaslog.msg(statusmsg)
pass
else:
print ("Debug selected - statusmsg looks like:")
print (statusmsg)
def main(argv):
version = "1.0.0"
conf = ''
path = ''
obsdepth = 0
obssenslist = []
startdate = ''
statusmsg = {}
hostname = socket.gethostname().upper()
debug = False
try:
opts, args = getopt.getopt(argv, "hc:b:d:s:gi:a:D", [
"config=",
"begin=",
"depth=",
"sensors=",
"debug=",
])
except getopt.GetoptError:
print('archive.py -c <config> -b <begin> -d <depth> -s <sensors>')
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print('-------------------------------------')
print('Description:')
print('-- archive.py gets data from a databank and archives --')
print('-- to any accessible repository (e.g. disk) --')
print('Old database entries exceding a defined age')
print(
'are deleted. Optionally archive files can be stored in a user defined format.'
)
print('The databank size is automatically restricted ')
print(
'in dependency of the sampling rate of the input data. Only the last '
)
print(
'12 days of second data, the last 720 days of minute data and '
)
print(
'approximately 118 years of hourly data are kept. To modify these default'
)
print(
'settings please contact the developers (or learn python and')
print(
'edit the code - its simple and the MagPy cookbook will help you).'
)
print(
'IMPORTANT: take care about depth - needs to be large enough to find data'
)
print('-------------------------------------')
print('Usage:')
print(
'archive.py -c <config> -p <archivepath> -b <begin> -d <depth> -s <sensors>'
)
print('-------------------------------------')
print('Options:')
print('-c (required) : provide a path to a configuartion file')
print('-p : archivepath like "/home/max/myarchive"')
print(' : please note: an asterix requires quotes')
print('-d : depth')
print('-b : begin: end = begin - depth(days)')
print('-s : list sensor to deal with')
print('-------------------------------------')
print('Example:')
print(
'every day cron job: python archive.py -c cobsdb -p /srv/archive'
)
print(
'creating archive of old db entries: python archive.py -c cobsdb -p /media/Samsung/Observatory/data/ -d 30 -b "2012-06-01" -g -i 100 -a 3'
)
sys.exit()
elif opt in ("-c", "--config"):
conf = os.path.abspath(arg)
elif opt in ("-b", "--begin"):
startdate = arg
elif opt in ("-d", "--depth"):
try:
obsdepth = int(arg)
if not obsdepth >= 2:
print(
"depth needs to be positve and larger or equal than 2")
sys.exit()
except:
print("depth needs to be an integer")
sys.exit()
elif opt in ("-s", "--sensors"):
obssenslist = arg.split(",")
elif opt == "-v":
print("archive.py version: {}".format(version))
elif opt in ("-D", "--debug"):
debug = True
print("Running archive.py")
print("-------------------------------")
if conf == '':
print('Specify a path to a configuration file using the -c option:')
print('-- check archive.py -h for more options and requirements')
sys.exit()
else:
if os.path.isfile(conf):
print(" Read file with GetConf")
config = GetConf2(conf)
print(" -> configuration data extracted")
else:
print(
'Specify a valid path to a configuration file using the -c option:'
)
print('-- check archive.py -h for more options and requirements')
sys.exit()
## Logger configuration data
logpath = config.get('logpath')
receiver = config.get('notification')
receiverconf = config.get('notificationconf')
db = connectDB(config.get('credentials'))
sql = createDataSelectionList(blacklist=config.get('blacklist', []),
debug=debug)
datainfoiddict = gettingDataDictionary(db, sql, debug=False)
for data in datainfoiddict:
sr = 1
datainfoid = ''
print(" ---------------------------- ")
print(" Checking data set {}".format(data))
name = "{}-archiving-{}".format(hostname, data.replace("_", "-"))
msg = "checking"
if debug:
print(" Times: {}".format(datainfoiddict.get(data)))
# TODO create a warning if mintime is much younger as it should be after cleaning
if obssenslist and not data in obssenslist:
print(
" Not in observers specified dataid list - this DataID will be skipped"
)
continue
if not db: # check whether db is still connected
print(" Lost DB - reconnecting ...")
db = connectDB(config.get('credentials'),
exitonfailure=False,
report=False)
para = [
config.get('defaultdepth'),
config.get('archiveformat'),
config.get('writearchive'),
config.get('applyflags'),
config.get('cleandb'),
config.get('cleanratio')
]
# Get default parameter from config
depth, fo, wa, af, cdb, ratio = getparameter(para)
writemode = config.get('writemode', 'replace')
# Modify parameters if DataID specifications are give
for sensd in config.get('sensordict', {}):
if data.find(sensd) >= 0:
print(" Found data specific parameters for sensorgroup {}:".
format(sensd))
para = config.get('sensordict').get(sensd)
depth, fo, wa, af, cdb, ratio = getparameter(para)
print(" -> {}".format(para))
# Manual specifications
if obsdepth:
print(
" Overriding configuration file data with manual specifications - new depth = {}"
.format(obsdepth))
depth = obsdepth
# Create datelist (needs to be sorted)
dateslist = createDatelist(startdate=startdate,
depth=depth,
debug=debug)
# check time range
try:
# This method might fail if datainfodict does not contain dates - in this case just proceed with normal analysis
gettrstate = validtimerange(
dateslist,
datainfoiddict.get(data).get('mintime'),
datainfoiddict.get(data).get('maxtime'))
except:
print(
" -> Could not extract time ranges from datainfo dictionary")
gettrstate = True
if not gettrstate:
print(
" Apparently no data is existing for the seleceted days - skipping"
)
continue
# run the following in a daily manner? to save memory... check
for tup in dateslist:
if debug:
print(" Running for range", tup)
stream = DataStream()
#tup = (day,nextday)
if debug:
print(" Reading data from DB ...")
stream = readDB(db, data, starttime=tup[0], endtime=tup[1])
if debug:
print(" -> Done ({} data points)".format(
stream.length()[0]))
# Data found
if stream.length()[0] > 0:
dataidnum = stream.header.get('DataID')
if not num2date(max(stream.ndarray[0])).replace(
tzinfo=None) < datetime.utcnow().replace(tzinfo=None):
print(
" Found in-appropriate date in stream - maxdate = {} - cutting off"
.format(num2date(max(stream.ndarray[0]))))
stream = stream.trim(endtime=datetime.utcnow())
print(" Archiving {} data from {} to {}".format(
data, tup[0], tup[1]))
sr = stream.samplingrate()
print(" with sampling period {} sec".format(sr))
if isnan(sr):
print(
"Please take care - could not extract sampling rate - will assume 60 seconds"
)
sr = 60
path = config.get('path')
if path:
#construct archive path
try:
sensorid = stream.header['SensorID']
stationid = stream.header['StationID']
datainfoid = stream.header['DataID']
archivepath = os.path.join(path, stationid, sensorid,
stream.header['DataID'])
except:
print(
" Obviously a problem with insufficient header information"
)
print(" - check StationID, SensorID and DataID in DB")
archivepath = None
if af and sr > 0.9:
print(
"You selected to apply flags and save them along with the cdf archive."
)
flaglist = db2flaglist(db,
sensorid=stream.header['SensorID'],
begin=tup[0],
end=tup[1])
if len(flaglist) > 0:
print(
" Found {} flags in database for the selected time range - adding them to the archive file"
.format(len(flaglist)))
stream = stream.flag(flaglist)
if not debug and wa and archivepath:
stream.write(archivepath,
filenamebegins=datainfoid + '_',
format_type=fo,
mode=writemode)
else:
print(" Debug: skip writing")
print(
" -> without debug a file with {} inputs would be written to {}"
.format(stream.length()[0], archivepath))
#msg = "successfully finished"
else:
print("No data between {} and {}".format(tup[0], tup[1]))
msg = "successfully finished"
if not debug and cdb and not datainfoid == '':
print("Now deleting old entries in database older than {} days".
format(sr * ratio))
# TODO get coverage before
dbdelete(db, datainfoid, samplingrateratio=ratio)
# TODO get coverage after
else:
print(" Debug: skip deleting DB")
print(
" -> without debug all entries older than {} days would be deleted"
.format(sr * ratio))
statusmsg[name] = msg
if debug or obssenslist: #No update of statusmessages if only a selected sensor list is analyzed
print(statusmsg)
else:
martaslog = ml(logfile=logpath, receiver=receiver)
martaslog.telegram['config'] = receiverconf
martaslog.msg(statusmsg)
print("----------------------------------------------------------------")
print("archiving app finished")
print("----------------------------------------------------------------")
print("SUCCESS")
def main(argv):
version = '1.0.0'
configpath = ''
statusmsg = {}
debug=False
stime = None
etime = datetime.utcnow()
endtime = ''
starttime = ''
path = '/srv/archive/external/esa-nasa/ace'
try:
opts, args = getopt.getopt(argv,"hc:e:j:p:s:o:D",["config=","endtime=","joblist=","debug="])
except getopt.GetoptError:
print ('ace_conversion.py -c <config>')
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print ('-------------------------------------')
print ('Description:')
print ('-- ace_conversion.py will determine the primary instruments --')
print ('-----------------------------------------------------------------')
print ('detailed description ..')
print ('...')
print ('...')
print ('-------------------------------------')
print ('Usage:')
print ('python ace_conversion.py -c <config>')
print ('-------------------------------------')
print ('Options:')
print ('-c (required) : configuration data path')
print ('-e : endtime, default is now')
print ('-p : path for neic data')
print ('-------------------------------------')
print ('Application:')
print ('python neic_download.py -c /etc/marcos/analysis.cfg -p /home/cobs/ANALYSIS/Seismo/neic_quakes.d')
sys.exit()
elif opt in ("-c", "--config"):
# delete any / at the end of the string
configpath = os.path.abspath(arg)
elif opt in ("-e", "--endtime"):
# get an endtime
endtime = arg.split(',')
elif opt in ("-s", "--starttime"):
# get a starttime
starttime = arg.split(',')
elif opt in ("-p", "--path"):
path = arg
elif opt in ("-D", "--debug"):
# delete any / at the end of the string
debug = True
print ("Running flagging version {}".format(version))
print ("--------------------------------")
if not os.path.exists(configpath):
print ('Specify a valid path to configuration information')
print ('-- check magnetism_products.py -h for more options and requirements')
sys.exit()
print ("1. Read and check validity of configuration data")
config = GetConf(configpath)
print ("2. Activate logging scheme as selected in config")
config = DefineLogger(config=config, category = "DataProducts", job=os.path.basename(__file__), newname='mm-dp-ace.log', debug=debug)
name = "{}-ACE-conversion".format(config.get('logname'))
currentvaluepath = config.get('currentvaluepath')
# take localpath from config
path = '/srv/archive/external/esa-nasa/ace'
if starttime:
# parse date to stime
pass
if endtime:
# parse date to etime
pass
if not stime:
datelist = [datetime.strftime(etime,"%Y%m%d")]
else:
# time range given... determine list
print (" Not implemented so far")
pass
for datum in datelist:
print ("Analyzing {}...".format(datum))
#--------------------------------------------------------------------
# PROCESS 1-MIN DATA
#--------------------------------------------------------------------
process_ACE(datum, '1m', ['swepam', 'mag'], ['x','y','z','f','t1','t2'], localpath=path, debug=debug)
#--------------------------------------------------------------------
# PROCESS 5-MIN DATA
#--------------------------------------------------------------------
process_ACE(datum, '5m', ['epam', 'sis'], ['x','y'], skipcompression=True, localpath=path, debug=debug)
statusmsg[name] = 'successfully finished'
print ("------------------------------------------")
print (" ace conversion finished")
print ("------------------------------------------")
print ("SUCCESS")
if not debug:
martaslog = ml(logfile=config.get('logfile'),receiver=config.get('notification'))
martaslog.telegram['config'] = config.get('notificationconfig')
martaslog.msg(statusmsg)
else:
print ("Debug selected - statusmsg looks like:")
print (statusmsg)
def main(argv):
try:
version = __version__
except:
version = "1.0.1"
configpath = ''
statusmsg = {}
debug=False
force=False
starttime = None
endtime = None
joblist = ["adjusted", "quasidefinitive", "addon"]
newloggername = 'mm-dp-magnetism.log'
try:
opts, args = getopt.getopt(argv,"hc:j:s:e:l:FD",["config=","joblist=","starttime=","endtime=","loggername=","force=","debug=",])
except getopt.GetoptError:
print ('magnetism_products.py -c <config>')
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print ('-------------------------------------')
print ('Description:')
print ('-- magnetism_products.py will analyse magnetic data --')
print ('-----------------------------------------------------------------')
print ('detailed description ..')
print ('...')
print ('...')
print ('-------------------------------------')
print ('Usage:')
print ('python magnetism_products.py -c <config>')
print ('-------------------------------------')
print ('Options:')
print ('-c (required) : configuration data path')
print ('-j : adjusted, quasidefinitive,addon')
print (' : adjusted -> calculated adjusted data with constant')
print (' : baseline approximation')
print (' : quasidefinitive -> calculated data with spline')
print (' : baseline and only if observer flags are present')
print (' : addon -> requires adjusted, create diagtram and k values')
print ('-l : loggername')
print ('-s : starttime')
print ('-e : endtime')
print ('-F : force redo of quasidefinitve (not updating current.data)')
print ('-------------------------------------')
print ('Application:')
print ('python magnetism_products.py -c /etc/marcos/analysis.cfg')
print ('python magnetism_products.py -c /etc/marcos/analysisGAM.cfg -j adjusted -l mm-dp-magnetism-GAM')
print ('python magnetism_products.py -c /etc/marcos/analysisGAM.cfg -j quasidefinitive -s starttime -e endtime -F -l mm-dp-qd-GAM')
sys.exit()
elif opt in ("-c", "--config"):
# delete any / at the end of the string
configpath = os.path.abspath(arg)
elif opt in ("-j", "--joblist"):
# get a list of jobs e.g. "adjusted, quasidefinitive, addon"
joblist = arg.split(',')
elif opt in ("-s", "--starttime"):
# define an endtime for the current analysis - default is now
starttime = arg
elif opt in ("-e", "--endtime"):
# define an endtime for the current analysis - default is now
endtime = arg
elif opt in ("-l", "--loggername"):
# define an endtime for the current analysis - default is now
newloggername = arg
elif opt in ("-F", "--force"):
# delete any / at the end of the string
force = True
elif opt in ("-D", "--debug"):
# delete any / at the end of the string
debug = True
print ("Running magpy_products version {}".format(version))
if not os.path.exists(configpath):
print ('Specify a valid path to configuration information')
print ('-- check magnetism_products.py -h for more options and requirements')
sys.exit()
if "addon" in joblist and not "adjusted" in joblist:
print ("joblist input 'addon' requires 'adjusted' as well - therefore skipping 'addon' option" )
if starttime:
try:
starttime = DataStream()._testtime(starttime)
except:
print ("Starttime could not be interpreted - using None")
if endtime:
try:
endtime = DataStream()._testtime(endtime)
except:
print ("Endtime could not be interpreted - Aborting")
sys.exit(1)
else:
endtime = datetime.utcnow()
print ("1. Read and check validity of configuration data")
config = GetConf(configpath)
success = ValidityCheckConfig(config)
#if not success:
# sys.exit(1)
# #############################################################
print ("2. Activate logging scheme as selected in config")
config = DefineLogger(config=config, category = "DataProducts", job=os.path.basename(__file__), newname=newloggername, debug=debug)
if debug:
print (" -> Config contents:")
print (config)
print ("3. Check all paths and eventually remount directories")
success,statusmsg = ValidityCheckDirectories(config=config, statusmsg=statusmsg, debug=debug)
print ("4. Loading current.data and getting primary instruments")
config, statusmsg = GetPrimaryInstruments(config=config, statusmsg=statusmsg, debug=debug)
print ("5. Connect to databases")
config = ConnectDatabases(config=config, debug=debug)
if "adjusted" in joblist:
print ("6. Obtain adjusted data")
mindata,statusmsg = AdjustedData(config=config, statusmsg=statusmsg, endtime=endtime, debug=debug)
if mindata.length()[0]>0 and "addon" in joblist:
print ("8. Diagrams")
suc,statusmsg = CreateDiagram(mindata, config=config,statusmsg=statusmsg, endtime=endtime)
print ("9. K Values")
suc,statusmsg = KValues(mindata, config=config,statusmsg=statusmsg)
if "quasidefinitive" in joblist:
print ("10. Obtain quasidefinitive data")
statusmsg = QuasidefinitiveData(config=config, statusmsg=statusmsg, starttime=starttime, endtime=endtime, force=force, debug=debug)
if not debug:
martaslog = ml(logfile=config.get('logfile'),receiver=config.get('notification'))
martaslog.telegram['config'] = config.get('notificationconfig')
martaslog.msg(statusmsg)
else:
print ("Debug selected - statusmsg looks like:")
print (statusmsg)
def main(argv):
version = '1.0.0'
configpath = ''
statusmsg = {}
debug = False
channelconfig = ''
try:
opts, args = getopt.getopt(argv, "hc:t:D",
["config=", "telegram=", "debug="])
except getopt.GetoptError:
print('tg_base.py -c <config>')
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print('-------------------------------------')
print('Description:')
print('-- tg_base.py will obtain baseline plots --')
print(
'-----------------------------------------------------------------'
)
print('detailed description ..')
print('...')
print('...')
print('-------------------------------------')
print('Usage:')
print('python tg_base.py -c <config>')
print('-------------------------------------')
print('Options:')
print('-c (required) : configuration data path')
print('-t (required) : telegram channel configuration')
print('-------------------------------------')
print('Application:')
print(
'python tg_base.py -c /etc/marcos/wic.cfg -t /etc/marcos/telegram.cfg'
)
sys.exit()
elif opt in ("-c", "--config"):
# delete any / at the end of the string
configpath = os.path.abspath(arg)
elif opt in ("-t", "--channel"):
# delete any / at the end of the string
channelconfig = os.path.abspath(arg)
elif opt in ("-D", "--debug"):
# delete any / at the end of the string
debug = True
print("Running tg_quake version {}".format(version))
print("--------------------------------")
if not os.path.exists(configpath):
print('Specify a valid path to configuration information')
print(
'-- check magnetism_products.py -h for more options and requirements'
)
sys.exit()
# 1. conf and logger:
# ###########################
print("Read and check validity of configuration data")
config = GetConf(configpath)
print(" -> Done")
print("Activate logging scheme as selected in config")
config = DefineLogger(config=config,
category="Info",
job=os.path.basename(__file__),
newname='mm-info-quake.log',
debug=debug)
print(" -> Done")
# 2. database:
# ###########################
name1 = "{}-tgquake".format(config.get('logname'))
statusmsg[name1] = 'successful'
continueeval = True
try:
config = ConnectDatabases(config=config, debug=debug)
db = config.get('primaryDB')
connectdict = config.get('conncetedDB')
except:
statusmsg[name1] = 'database failed'
# SOME DEFINITIONS:
temporarypath = config.get('temporarydata')
memorypath = os.path.join(temporarypath, 'lastquake.npy')
currentvaluepath = config.get('currentvaluepath')
if not channelconfig:
channelconfig = config.get('notificationconfig')
if not channelconfig:
print("No message channel defined - aborting")
sys.exit(1)
# 3. get quakes:
# ###########################
msg = 'problem with basic list generation'
try:
lastquakes = get_quakes(db, debug=debug)
msg = 'problem with selecting relavant quakes'
relevantquakes = select_relevant_quakes(lastquakes,
criteria={},
debug=debug)
msg = 'problem with new quakes'
relevantquakes = new_quakes(relevantquakes,
memorypath=memorypath,
debug=debug)
except:
statusmsg[name1] = msg
relevantquakes = []
# 4. sending notification:
# ###########################
try:
if len(relevantquakes) > 0:
send_quake_message(relevantquakes,
tgconfig=channelconfig,
memorypath=memorypath,
debug=debug)
except:
statusmsg[name1] = 'problem sending notification'
continueeval = False
# 5. writing current data
# ###########################
try:
if len(relevantquakes
) > 0 and currentvaluepath and continueeval and not debug:
write_current_data(relevantquakes, currentvaluepath, debug=debug)
except:
statusmsg[name1] = 'problem writing current data'
print("tg_quake successfully finished")
# 6. Logging section
# ###########################
if not debug:
martaslog = ml(logfile=config.get('logfile'),
receiver=config.get('notification'))
martaslog.telegram['config'] = config.get('notificationconfig')
martaslog.msg(statusmsg)
else:
print("Debug selected - statusmsg looks like:")
print(statusmsg)
def main(argv):
version = '1.0.0'
configpath = ''
statusmsg = {}
debug = False
channelconfig = ''
try:
opts, args = getopt.getopt(argv, "hc:t:D",
["config=", "telegram=", "debug="])
except getopt.GetoptError:
print('tg_kval.py -c <config>')
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print('-------------------------------------')
print('Description:')
print('-- tg_kval.py will obtain baseline plots --')
print(
'-----------------------------------------------------------------'
)
print('detailed description ..')
print('...')
print('...')
print('-------------------------------------')
print('Usage:')
print('python tg_base.py -c <config>')
print('-------------------------------------')
print('Options:')
print('-c (required) : configuration data path')
print('-l (required) : language dictionary')
print('-t (optional) : telegram channel configuration')
print('-------------------------------------')
print('Application:')
print(
'python tg_kval.py -c /etc/marcos/analysis.cfg -t /etc/marcos/telegram.cfg'
)
sys.exit()
elif opt in ("-c", "--config"):
# delete any / at the end of the string
configpath = os.path.abspath(arg)
elif opt in ("-t", "--channel"):
# delete any / at the end of the string
channelconfig = os.path.abspath(arg)
elif opt in ("-D", "--debug"):
# delete any / at the end of the string
debug = True
print("Running tg_kval version {}".format(version))
print("--------------------------------")
if not os.path.exists(configpath):
print('Specify a valid path to configuration information')
print(
'-- check magnetism_products.py -h for more options and requirements'
)
sys.exit()
# 1. conf and logger:
# ###########################
print("Read and check validity of configuration data")
config = GetConf(configpath)
print(" -> Done")
print("Activate logging scheme as selected in config")
config = DefineLogger(config=config,
category="Info",
job=os.path.basename(__file__),
newname='mm-info-kavl.log',
debug=debug)
print(" -> Done")
# 2. database:
# ###########################
name1 = "{}-kval".format(config.get('logname'))
statusmsg[name1] = 'successful'
try:
config = ConnectDatabases(config=config, debug=debug)
db = config.get('primaryDB')
connectdict = config.get('conncetedDB')
except:
statusmsg[name1] = 'database failed'
# SOME DEFINITIONS:
currentvaluepath = config.get('currentvaluepath')
if not channelconfig:
channelconfig = config.get('notificationconfig')
if not channelconfig:
print("No message channel defined - aborting")
sys.exit(1)
# 3. get K values:
# ###########################
try:
data = get_kvals(db, debug=debug)
except:
statusmsg[name1] = 'problem with list generation'
data = DataStream()
# 4. update Spaceweather database:
# ###########################
try:
for dbel in connectdict:
db = connectdict[dbel]
print(" -- Writing data to DB {}".format(dbel))
k2sw_database(db, data, debug=False)
statusmsg['K2SWDB'] = 'fine'
except:
statusmsg['K2SWDB'] = 'problem with uploading'
# 5. sending notification:
# ###########################
if data.length()[0] > 0:
try:
send_kval_message(data,
currentvaluepath=currentvaluepath,
debug=debug)
except:
statusmsg[name1] = 'problem sending notification'
print("tg_kval successfully finished")
# 6. Logging section
# ###########################
if not debug:
martaslog = ml(logfile=config.get('logfile'),
receiver=config.get('notification'))
martaslog.telegram['config'] = config.get('notificationconfig')
martaslog.msg(statusmsg)
else:
print("Debug selected - statusmsg looks like:")
print(statusmsg)
def main(argv):
try:
version = __version__
except:
version = "1.0.0"
configpath = ''
statusmsg = {}
joblist = ['vario', 'scalar']
debug = False
endtime = None
try:
opts, args = getopt.getopt(argv, "hc:j:D", [
"config=",
"joblist=",
"endtime=",
"debug=",
])
except getopt.GetoptError:
print('magnetism_checkadj.py -c <config>')
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print('-------------------------------------')
print('Description:')
print('-- magnetism_checkadj.py will analyse magnetic data --')
print(
'-----------------------------------------------------------------'
)
print('detailed description ..')
print('...')
print('...')
print('-------------------------------------')
print('Usage:')
print('python magnetism_checkadj.py -c <config>')
print('-------------------------------------')
print('Options:')
print('-c (required) : configuration data path')
print('-j : vario, scalar')
print('-e : endtime')
print('-------------------------------------')
print('Application:')
print('python magnetism_checkadj.py -c /etc/marcos/analysis.cfg')
sys.exit()
elif opt in ("-c", "--config"):
# delete any / at the end of the string
configpath = os.path.abspath(arg)
elif opt in ("-j", "--joblist"):
# get a list of jobs (vario, scalar)
joblist = arg.split(',')
elif opt in ("-e", "--endtime"):
endtime = arg
elif opt in ("-D", "--debug"):
# delete any / at the end of the string
debug = True
if debug:
print("Running magnetism_checkadj version {} - debug mode".format(
version))
print("---------------------------------------")
if not os.path.exists(configpath):
print('Specify a valid path to configuration information')
print(
'-- check magnetism_products.py -h for more options and requirements'
)
sys.exit()
if endtime:
try:
endtime = DataStream()._testtime(endtime)
except:
print("Endtime could not be interpreted - Aborting")
sys.exit(1)
else:
endtime = datetime.utcnow()
print("1. Read configuration data")
config = GetConf(configpath)
config = ConnectDatabases(config=config, debug=debug)
print("2. Activate logging scheme as selected in config")
config = DefineLogger(config=config,
category="DataProducts",
job=os.path.basename(__file__),
newname='mm-dp-magdatacheck.log',
debug=debug)
if debug:
print(" -> Config contents:")
print(config)
print("3. Get basic information of current data")
config, statusmsg = GetPrimaryInstruments(config=config,
statusmsg=statusmsg,
fallback=False,
debug=debug)
if 'vario' in joblist:
print("4. Variometer analysis")
namecheck1 = "{}-check-adjusted".format(config.get('logname'))
msg = CompareAdjustedVario(config=config, endtime=endtime, debug=debug)
statusmsg[namecheck1] = msg
if 'scalar' in joblist:
print("5. Scalar analysis")
namecheck2 = "{}-check-f".format(config.get('logname'))
msg = CompareFieldStrength(config=config, endtime=endtime, debug=debug)
statusmsg[namecheck2] = msg
if not debug:
martaslog = ml(logfile=config.get('logfile'),
receiver=config.get('notification'))
martaslog.telegram['config'] = config.get('notificationconfig')
martaslog.msg(statusmsg)
else:
print("Debug selected - statusmsg looks like:")
print(statusmsg)
def main(argv):
version = '1.0.0'
configpath = ''
statusmsg = {}
debug = False
channelconfig = ''
pastrange = 2
alldata, field, data = [], [], {}
existalldata, existname, existdata = [], [], {}
exceptlist = ["2020 SO"]
# 2020 SO is not unique, two times the same name...
datemax = datetime.strftime((datetime.now() + timedelta(days=730)),
"%Y-%m-%d")
print("Checking data until:", datemax)
url = "https://ssd-api.jpl.nasa.gov/cad.api?dist-max=1LD&date-min=1900-01-01&date-max={}&sort=date".format(
datemax)
try:
opts, args = getopt.getopt(argv, "hc:t:D",
["config=", "telegram=", "debug="])
except getopt.GetoptError:
print('tg_base.py -c <config>')
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print('-------------------------------------')
print('Description:')
print('-- tg_pha.py will obtain baseline plots --')
print(
'-----------------------------------------------------------------'
)
print('detailed description ..')
print('loading near earth objects database')
print('...')
print('-------------------------------------')
print('Usage:')
print('python tg_pha.py -c <config>')
print('-------------------------------------')
print('Options:')
print('-c (required) : configuration data path')
print('-t (optional) : telegram channel configuration')
print('-------------------------------------')
print('Application:')
print(
'python tg_pha.py -c /etc/marcos/wic.cfg -t /etc/marcos/telegram.cfg'
)
sys.exit()
elif opt in ("-c", "--config"):
# delete any / at the end of the string
configpath = os.path.abspath(arg)
elif opt in ("-t", "--channel"):
# delete any / at the end of the string
channelconfig = os.path.abspath(arg)
elif opt in ("-D", "--debug"):
# delete any / at the end of the string
debug = True
print("Running tg_pha version {}".format(version))
print("--------------------------------")
if not os.path.exists(configpath):
print('Specify a valid path to configuration information')
print(
'-- check magnetism_products.py -h for more options and requirements'
)
sys.exit()
# 1. conf and logger:
# ###########################
print("Read and check validity of configuration data")
config = GetConf(configpath)
print(" -> Done")
print("Activate logging scheme as selected in config")
config = DefineLogger(config=config,
category="Info",
job=os.path.basename(__file__),
newname='mm-info-pha.log',
debug=debug)
print(" -> Done")
# SOME DEFINITIONS:
proxyadd = ''
if config.get('proxy'):
proxyadd = "{}:{}".format(config.get('proxy'), config.get('proxyport'))
temporarypath = config.get('temporarydata')
phamem = os.path.join(temporarypath, 'tg-pha.json')
if not channelconfig:
channelconfig = config.get('notificationconfig')
continueproc = True
# 2. Download PHA:
# ###########################
try:
print("Checking data until:", datemax)
alldata, field, data = download_PHA_jpl(url,
proxy=proxyadd,
debug=debug)
statusmsg['PHA'] = 'downloading new PHAs successful'
except:
statusmsg['PHA'] = 'downloading new PHAs failed'
continueproc = False
# 3. Get local PHA memory:
# ###########################
if continueproc and len(data) > 0:
try:
existalldata, existname, existdata = get_PHA_mem(phamem,
data,
field,
debug=debug)
statusmsg['PHA'] = 'getting PHA memory successful'
except:
statusmsg['PHA'] = 'getting PHA memory failed'
continueproc = False
# 4. sending PHA message:
# ###########################
if continueproc and len(alldata) > 0:
try:
check_new_PHA(alldata,
existalldata,
field,
existname,
languagedict=languagedict,
exceptlist=exceptlist,
pastrange=pastrange,
debug=debug)
statusmsg['PHA'] = 'sending PHA data successful'
except:
statusmsg['PHA'] = 'sending PHA data failed'
continueproc = False
if continueproc and len(data) > 0 and not debug:
try:
write_memory(phamem, data, debug=debug)
statusmsg['PHA'] = 'successfully finished'
except:
statusmsg['PHA'] = 'writing new PHA memory failed'
print("tg_pha successfully finished")
# 6. Logging section
# ###########################
if not debug:
martaslog = ml(logfile=config.get('logfile'),
receiver=config.get('notification'))
martaslog.telegram['config'] = config.get('notificationconfig')
martaslog.msg(statusmsg)
else:
print("Debug selected - statusmsg looks like:")
print(statusmsg)
def main(argv):
"""
METHODS:
read_kpnow_data(source)
read_swpam_data(source, limit=5)
_execute_sql
swtableinit()
"""
version = "1.0.0"
kpsource = '/srv/archive/external/gfz/kp/'
swsource = '/srv/archive/external/esa-nasa/ace/raw/'
kpname = 'gfzkp*'
swename = '*_swepam_1m.txt'
magname = '*_mag_1m.txt'
configpath = '' # is only necessary for monitoring
sqllist = []
debug = False
init = False # create table if TRUE
statusmsg = {}
usage = 'sw_extractor.py -c <config> -k <kpsource> -s <swesource> '
try:
opts, args = getopt.getopt(argv,"hc:k:s:o:p:b:e:ID",["config=","kpsource=","swesource=","init=","debug=",])
except getopt.GetoptError:
print(usage)
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print('-------------------------------------')
print('Description:')
print('sw-extractor.py extracts CME predictions from Scoreboard ')
print('-------------------------------------')
print('Usage:')
print(usage)
print('-------------------------------------')
print('Options:')
print('-c : configuration data ')
print('-k : Kp source - default is ')
print('-s : SWE source - default is ')
print('-------------------------------------')
print('Examples:')
print('---------')
print('python3 sw_extractor.py -c /home/cobs/CONF/wic.cfg -k /srv/archive/external/gfz/kp/gfzkp* -s /srv/archive/external/esa-nasa/ace/raw/ -D')
print('---------')
sys.exit()
elif opt in ("-c", "--config"):
configpath = os.path.abspath(arg)
elif opt in ("-k", "--kpsource"):
kpsource = os.path.abspath(arg)
elif opt in ("-s", "--swesource"):
swsource = os.path.abspath(arg)
elif opt in ("-n", "--kpname"):
kpname = arg
elif opt in ("-w", "--swename"):
swname = arg
elif opt in ("-m", "--magname"):
magname = arg
elif opt in ("-I", "--init"):
init = True
elif opt in ("-D", "--debug"):
debug = True
if debug:
print ("Running sw-extractor version:", version)
# 1. conf and logger:
# ###########################
if debug:
print ("Read and check validity of configuration data")
print (" and activate logging scheme as selected in config")
config = GetConf(configpath)
config = DefineLogger(config=config, category = "Info", job=os.path.basename(__file__), newname='mm-info-sw.log', debug=debug)
if debug:
print (" -> Done")
# 2. database:
# ###########################
try:
config = ConnectDatabases(config=config, debug=debug)
db = config.get('primaryDB')
connectdict = config.get('conncetedDB')
except:
statusmsg[name1] = 'database failed'
# 3. Read Kp data:
# ###########################
try:
sqllist = read_kpnow_data(os.path.join(kpsource,kpname),debug=debug)
statusmsg['Kp access'] = 'success'
except:
statusmsg['Kp access'] = 'failed'
# 4. Read ACE swepam data:
# ###########################
try:
newsql = read_swepam_data(os.path.join(swsource,swename),debug=debug)
sqllist.extend(newsql)
statusmsg['ACE swepam access'] = 'success'
except:
statusmsg['ACE swepam access'] = 'failed'
# 5. Read ACE mag data:
# ###########################
try:
newsql = read_mag_data(os.path.join(swsource,magname),debug=debug)
sqllist.extend(newsql)
statusmsg['ACE mag access'] = 'success'
except:
statusmsg['ACE mag access'] = 'failed'
# 6. Read GIC data:
# ###########################
try:
newsql = read_gicnow_data(db,source='GICAUT',maxsensor=9, minutes=5, debug=debug)
sqllist.extend(newsql)
statusmsg['GIC data access'] = 'success'
except:
statusmsg['GIC data access'] = 'failed'
# 7. Read GOES data:
# ###########################
try:
if debug:
print ("Running GOES")
goespath = '/srv/archive/external/esa-nasa/goes'
newsql = read_xrs_data(os.path.join(goespath,'XRS_GOES16*'), debug=debug)
sqllist.extend(newsql)
statusmsg['XRS data access'] = 'success'
except:
statusmsg['XRS data access'] = 'failed'
# 8. Read PREDSTORM data:
# ###########################
try:
if debug:
print ("Running PREDSTORM")
predpath = '/srv/archive/external/helio4cast/predstorm'
psql = read_predstorm_data(os.path.join(predpath,'PREDSTORM*'), debug=debug)
sqllist.extend(psql)
statusmsg['PREDSTORM data access'] = 'success'
except:
# no predstorm data between 23:00 and 2:00 MET
# just put success message if hitting except in this time range
statusmsg['PREDSTORM data access'] = 'failed'
if time_between(datetime.utcnow().time(),dttime(21,0),dttime(0,0)):
statusmsg['PREDSTORM data access'] = 'success'
sqllist = [el for el in sqllist if el]
if debug:
print ("Debug selected - sql call looks like:")
print (sqllist)
else:
for dbel in connectdict:
db = connectdict[dbel]
print (" -- Writing data to DB {}".format(dbel))
if init:
swtableinit(db)
if len(sqllist) > 0:
_execute_sql(db,sqllist, debug=debug)
# Logging section
# ###########################
if not debug and config:
martaslog = ml(logfile=config.get('logfile'),receiver=config.get('notification'))
martaslog.telegram['config'] = config.get('notificationconfig')
martaslog.msg(statusmsg)
else:
print ("Debug selected - statusmsg looks like:")
print (statusmsg)
def main(argv):
version = '1.0.0'
configpath = ''
statusmsg = {}
debug = False
dipath = '/srv/archive/WIC/DI'
analyzepath = os.path.join(dipath, 'analyze')
datapath = os.path.join(dipath, 'data')
priminst = '/home/cobs/ANALYSIS/Logs/primaryinst.pkl'
plotdir = '/home/cobs/ANALYSIS/Info/plots'
endtime = datetime.utcnow()
starttime = endtime - timedelta(days=380)
pier = "A2"
caption = ''
channelconfig = '/home/cobs/ANALYSIS/Info/conf/tg_base.cfg'
failedmsg = ''
try:
opts, args = getopt.getopt(argv, "hc:t:D",
["config=", "telegram=", "debug="])
except getopt.GetoptError:
print('tg_base.py -c <config>')
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print('-------------------------------------')
print('Description:')
print('-- tg_base.py will obtain baseline plots --')
print(
'-----------------------------------------------------------------'
)
print('detailed description ..')
print('...')
print('...')
print('-------------------------------------')
print('Usage:')
print('python tg_base.py -c <config>')
print('-------------------------------------')
print('Options:')
print('-c (required) : configuration data path')
print('-t (required) : telegram channel configuration')
print('-------------------------------------')
print('Application:')
print(
'python tg_base.py -c /etc/marcos/analysis.cfg -t /etc/marcos/telegram.cfg'
)
sys.exit()
elif opt in ("-c", "--config"):
# delete any / at the end of the string
configpath = os.path.abspath(arg)
elif opt in ("-t", "--channel"):
# delete any / at the end of the string
channelconfig = os.path.abspath(arg)
elif opt in ("-D", "--debug"):
# delete any / at the end of the string
debug = True
print("Running tg_base version {}".format(version))
print("--------------------------------")
if not os.path.exists(configpath):
print('Specify a valid path to configuration information')
print(
'-- check magnetism_products.py -h for more options and requirements'
)
sys.exit()
print("1. Read and check validity of configuration data")
config = GetConf(configpath)
print("2. Activate logging scheme as selected in config")
config = DefineLogger(config=config,
category="Info",
job=os.path.basename(__file__),
newname='mm-info-base.log',
debug=debug)
name1 = "{}-tgbase".format(config.get('logname'))
statusmsg[name1] = 'Baseline notification successful'
print("3. Connect databases and select first available")
try:
config = ConnectDatabases(config=config, debug=debug)
db = config.get('primaryDB')
connectdict = config.get('conncetedDB')
except:
statusmsg[name1] = 'database failed'
# SOME DEFINITIONS:
datapath = config.get('dipath')
dipath = os.path.join(config.get('dipath'), '..')
analyzepath = os.path.join(dipath, 'analyze')
pier = config.get('primarypier')
if config.get('temporarygraphs'):
plotdir = config.get('temporarygraphs')
caption = ''
# 1. get primary instruments:
# ###########################
#lst = pload(open(priminst,'rb'))
config, statusmsg = GetPrimaryInstruments(config=config,
statusmsg=statusmsg,
debug=debug)
variosens = config.get('primaryVario')
scalarsens = config.get('primaryScalar')
print("PRIMARY INSTRUMENTS: vario={}, scalar={}".format(
variosens, scalarsens))
# 2. define BLV filename
# ###########################
blvname = "BLVcomp_{}_{}_{}.txt".format(variosens, scalarsens, pier)
blvdata = os.path.join(datapath, blvname)
print("BASEVALUE SOURCE: {}".format(blvdata))
# 3. Read BLV fiel and create BLV plot for the last year
# ###########################
plttitle = "{}: {} and {}".format(pier, variosens, scalarsens)
caption = CreateBLVPlot(db,
blvname,
blvdata,
starttime,
endtime,
plotdir,
plttitle,
debug=debug)
# 4. read file list of *.txt files remaining in DI/analyse
# ###########################
failedmsg = GetFailed(analyzepath, endtime, debug=debug)
# 5. send all info to telegramchannel
# ###########################
if not debug:
with open(os.path.join(plotdir, 'basegraph.png'), "rb") as f:
telegram_send.send(images=[f],
captions=[caption],
conf=channelconfig,
parse_mode="markdown")
if not failedmsg == '':
telegram_send.send(messages=[failedmsg],
conf=channelconfig,
parse_mode="markdown")
else:
print("Debug selected")
print("tg_base successfully finished")
# 6. Logging section
# ###########################
if not debug:
martaslog = ml(logfile=config.get('logfile'),
receiver=config.get('notification'))
martaslog.telegram['config'] = config.get('notificationconfig')
martaslog.msg(statusmsg)
else:
print("Debug selected - statusmsg looks like:")
print(statusmsg)
def main(argv):
version = '1.0.0'
configpath = ''
statusmsg = {}
debug=False
endtime = datetime.utcnow()
varioinst = ''
scalainst = ''
try:
opts, args = getopt.getopt(argv,"hc:e:D",["config=","endtime=","debug=",])
except getopt.GetoptError:
print ('getprimary.py -c <config>')
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print ('-------------------------------------')
print ('Description:')
print ('-- getprimary.py will determine the primary instruments --')
print ('-----------------------------------------------------------------')
print ('detailed description ..')
print ('...')
print ('...')
print ('-------------------------------------')
print ('Usage:')
print ('python getprimary.py -c <config>')
print ('-------------------------------------')
print ('Options:')
print ('-c (required) : configuration data path')
print ('-------------------------------------')
print ('Application:')
print ('python getprimary.py -c /etc/marcos/analysis.cfg')
sys.exit()
elif opt in ("-c", "--config"):
# delete any / at the end of the string
configpath = os.path.abspath(arg)
elif opt in ("-e", "--endtime"):
# get an endtime
endtime = arg.split(',')
elif opt in ("-D", "--debug"):
# delete any / at the end of the string
debug = True
print ("Running getprimary version {}".format(version))
print ("--------------------------------")
if not os.path.exists(configpath):
print ('Specify a valid path to configuration information')
print ('-- check magnetism_products.py -h for more options and requirements')
sys.exit()
print ("1. Read and check validity of configuration data")
config = GetConf(configpath)
print ("2. Activate logging scheme as selected in config")
config = DefineLogger(config=config, category="DataProducts", job=os.path.basename(__file__), newname='mm-dp-getprimary.log')
name1 = "{}-process".format(config.get('logname'))
name2 = "{}-vario".format(config.get('logname'))
name3 = "{}-scalar".format(config.get('logname'))
name4 = "{}-write".format(config.get('logname'))
statusmsg[name1] = 'successful'
print ("3. Connect databases and select first available")
try:
config = ConnectDatabases(config=config, debug=debug)
db = config.get('primaryDB')
if debug:
print (" -- success")
except:
if debug:
print (" -- database failed")
statusmsg[name1] = 'database failed'
print ("4. Checking variometer instruments")
try:
varioinst, statusmsg = PrimaryVario(db, config.get('variometerinstruments'), endtime=endtime, logname=name2, statusmsg=statusmsg, debug=debug)
print (" -> Using {}".format(varioinst))
except:
if debug:
print (" -- vario failed")
statusmsg[name1] = 'vario failed'
print ("5. Checking scalar instruments")
try:
scalainst, statusmsg = PrimaryScalar(db, config.get('scalarinstruments'), endtime=endtime, logname=name3, statusmsg=statusmsg, debug=debug)
print (" -> Using {}".format(scalainst))
except:
if debug:
print (" -- scalar failed")
statusmsg[name1] = 'scalar failed'
print ("6. Updating Current values")
try:
if not debug:
statusmsg = UpdateCurrentValuePath(config.get('currentvaluepath'), varioinst=varioinst, scalainst=scalainst, logname=name4, statusmsg=statusmsg, debug=debug)
except:
if debug:
print (" -- update current failed")
statusmsg[name1] = 'current value update failed'
if not debug:
martaslog = ml(logfile=config.get('logfile'),receiver=config.get('notification'))
martaslog.telegram['config'] = config.get('notificationconfig')
martaslog.msg(statusmsg)
else:
print ("Debug selected - statusmsg looks like:")
print (statusmsg)
def main(argv):
version = "1.0.0"
conf = ''
etime = ''
deptharg = ''
writedbarg = ''
writearchivearg = ''
hostname = socket.gethostname().upper()
statusmsg = {}
debug = False
filelist = []
localpathlist = []
try:
opts, args = getopt.getopt(argv, "hc:e:d:w:a:D", [
"configuration=",
"endtime=",
"depth=",
"writedb=",
"writearchive=",
"debug=",
])
except getopt.GetoptError:
print('file_download.py -c <configuration> -e <endtime> -d <depth>')
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print('-------------------------------------')
print('Description:')
print('file_download.py reads data from various sources ')
print('and uploads data to a data bank.')
print('Filtering and archiving is done using "cleanup".')
print('-------------------------------------')
print('Usage:')
print(
'file_download.py -c <configuration> -e <endtime> -d <depth>')
print('-------------------------------------')
print('Options:')
print('-c : configurationfile')
print('-e : endtime')
print(
'-d : depth: 1 means today, 2 today and yesterday, 3 last three days, etc'
)
print('-w : write to database')
print('-a : write to archive')
print('-------------------------------------')
print('Examples:')
print('---------')
print('---------')
sys.exit()
elif opt in ("-c", "--configuration"):
conf = arg
elif opt in ("-e", "--endtime"):
etime = arg
elif opt in ("-d", "--depth"):
try:
deptharg = int(arg)
if not deptharg >= 1:
print("provided depth needs to be positve")
sys.exit()
except:
print("depth needs to be an integer")
sys.exit()
elif opt in ("-w", "--writedb"):
writedbarg = arg
elif opt in ("-a", "--writearchive"):
writearchivearg = arg
elif opt in ("-D", "--debug"):
debug = True
# Read configuration file
# -----------------------
print("Running collectfile.py - version {}".format(version))
print("-------------------------------")
name = "{}-collectfile-{}".format(hostname,
os.path.split(conf)[1].split('.')[0])
statusmsg[name] = 'collectfile successfully finished'
if conf == '':
print('Specify a path to a configuration file using the -c option:')
print('-- check archive.py -h for more options and requirements')
sys.exit()
else:
if os.path.isfile(conf):
print(" Read file with GetConf")
config = GetConf2(conf)
print(" -> configuration data extracted")
else:
print(
'Specify a valid path to a configuration file using the -c option:'
)
print('-- check archive.py -h for more options and requirements')
sys.exit()
if etime == '':
current = datetime.utcnow() # make that a variable
else:
current = DataStream()._testtime(etime)
# check configuration information
# -----------------------
config, success = CheckConfiguration(config=config, debug=debug)
if not success:
statusmsg[name] = 'invalid cofiguration data - aborting'
else:
# Override config data with given inputs
# -----------------------
if writearchivearg:
config['writearchive'] = GetBool(writearchivearg)
if writedbarg:
config['writedatabase'] = GetBool(writedbarg)
if deptharg:
config['defaultdepth'] = deptharg
# Create datelist
# -----------------------
datelist = GetDatelist(config=config, current=current, debug=debug)
# Obtain list of files to be transferred
# -----------------------
try:
filelist = CreateTransferList(config=config,
datelist=datelist,
debug=debug)
moveon = True
except:
statusmsg[name] = 'could not obtain remote file list - aborting'
moveon = False
if moveon:
# Obtain list of files to be transferred
# -----------------------
try:
localpathlist = ObtainDatafiles(config=config,
filelist=filelist,
debug=debug)
except:
statusmsg[
name] = 'getting local file list failed - check permission'
localpathlist = []
# Write data to specified destinations
# -----------------------
#try:
if config.get('db') and len(localpathlist) > 0 and (
GetBool(config.get('writedatabase'))
or GetBool(config.get('writearchive'))):
succ = WriteData(config=config,
localpathlist=localpathlist,
debug=debug)
#except:
# statusmsg[name] = 'problem when writing data'
# Send Logging
# -----------------------
receiver = config.get('notification')
receiverconf = config.get('notificationconf')
logpath = config.get('logpath')
if debug: #No update of statusmessages if only a selected sensor list is analyzed
print(statusmsg)
else:
martaslog = ml(logfile=logpath, receiver=receiver)
martaslog.telegram['config'] = receiverconf
martaslog.msg(statusmsg)
print("----------------------------------------------------------------")
print("collector app finished")
print("----------------------------------------------------------------")
if statusmsg[name] == 'collectfile successfully finished':
print("SUCCESS")
else:
print("FAILURE")
def main(argv):
try:
version = __version__
except:
version = "1.0.0"
configpath = ''
statusmsg = {}
debug = False
starttime = None
endtime = None
source = 'database'
try:
opts, args = getopt.getopt(argv, "hc:e:s:D", [
"config=",
"endtime=",
"starttime=",
"debug=",
])
except getopt.GetoptError:
print('current_weatherchanges.py -c <config>')
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print('-------------------------------------')
print('Description:')
print(
'-- current_weatherchanges.py will determine the primary instruments --'
)
print(
'-----------------------------------------------------------------'
)
print('detailed description ..')
print('...')
print('...')
print('-------------------------------------')
print('Usage:')
print('python weather_products.py -c <config>')
print('-------------------------------------')
print('Options:')
print('-c (required) : configuration data path')
print('-e : endtime - default is now')
print(
'-s : starttime - default is three days from now')
print('-------------------------------------')
print('Application:')
print(
'python current_weatherchanges.py -c /etc/marcos/analysis.cfg')
sys.exit()
elif opt in ("-c", "--config"):
# delete any / at the end of the string
configpath = os.path.abspath(arg)
elif opt in ("-s", "--starttime"):
# get an endtime
starttime = arg
elif opt in ("-e", "--endtime"):
# get an endtime
endtime = arg
elif opt in ("-D", "--debug"):
# delete any / at the end of the string
debug = True
print("Running current_weather version {}".format(version))
print("--------------------------------")
if endtime:
try:
endtime = DataStream()._testtime(endtime)
except:
print(" Could not interprete provided endtime. Please Check !")
sys.exit(1)
else:
endtime = datetime.utcnow()
if starttime:
try:
starttime = DataStream()._testtime(starttime)
except:
print(" Could not interprete provided starttime. Please Check !")
sys.exit(1)
else:
starttime = datetime.utcnow() - timedelta(days=3)
if starttime >= endtime:
print(" Starttime is larger than endtime. Please correct !")
sys.exit(1)
if not os.path.exists(configpath):
print('Specify a valid path to configuration information')
print(
'-- check magnetism_products.py -h for more options and requirements'
)
sys.exit()
print("1. Read and check validity of configuration data")
config = GetConf(configpath)
print("2. Activate logging scheme as selected in config")
config = DefineLogger(config=config,
category="PeriodicGraphs",
job=os.path.basename(__file__),
newname='mm-pg-currentweatherchanges.log',
debug=debug)
name1 = "{}-weatherchange".format(config.get('logname'))
statusmsg[name1] = 'weather change analysis successful'
print("3. Connect databases and select first available")
try:
config = ConnectDatabases(config=config, debug=debug)
db = config.get('primaryDB')
except:
statusmsg[name1] = 'database failed'
# it is possible to save data also directly to the brokers database - better do it elsewhere
print("4. Weather change analysis")
success = weather_change(db,
config=config,
starttime=starttime,
endtime=endtime,
debug=debug)
if not success:
statusmsg[name1] = 'weather change analysis failed'
if not debug:
martaslog = ml(logfile=config.get('logfile'),
receiver=config.get('notification'))
martaslog.telegram['config'] = config.get('notificationconfig')
martaslog.msg(statusmsg)
else:
print("Debug selected - statusmsg looks like:")
print(statusmsg)
def main(argv):
version = '1.0.0'
configpath = ''
statusmsg = {}
debug=False
sensor = ''
outpath = '/tmp'
duration=2
format_type='PYASCII'
endtime = None
try:
opts, args = getopt.getopt(argv,"hc:s:o:e:d:f:D",["config=","sensor=","outputpath=","endtime=","duration=","format=","debug=",])
except getopt.GetoptError:
print ('getprimary.py -c <config>')
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print ('-------------------------------------')
print ('Description:')
print ('-- getprimary.py will determine the primary instruments --')
print ('-----------------------------------------------------------------')
print ('detailed description ..')
print ('...')
print ('...')
print ('-------------------------------------')
print ('Usage:')
print ('python getprimary.py -c <config>')
print ('-------------------------------------')
print ('Options:')
print ('-c (required) : configuration data path')
print ('-------------------------------------')
print ('Application:')
print ('python getprimary.py -c /etc/marcos/analysis.cfg')
sys.exit()
elif opt in ("-c", "--config"):
# delete any / at the end of the string
configpath = os.path.abspath(arg)
elif opt in ("-s", "--sensor"):
sensor = arg
elif opt in ("-o", "--outputpath"):
# delete any / at the end of the string
outpath = os.path.abspath(arg)
elif opt in ("-e", "--endtime"):
# get an endtime
endtime = arg
elif opt in ("-d", "--duration"):
duration = int(arg)
elif opt in ("-f", "--format"):
format_type = arg
elif opt in ("-D", "--debug"):
# delete any / at the end of the string
debug = True
print ("Running convert data version {}".format(version))
print ("--------------------------------")
if not os.path.exists(configpath):
print ('Specify a valid path to configuration information')
print ('-- check magnetism_products.py -h for more options and requirements')
sys.exit()
if not sensor:
print ('Specify a sensor name')
sys.exit(0)
if endtime:
endtime = DataStream()._testtime(endtime)
else:
endtime = datetime.utcnow()
print ("1. Read and check validity of configuration data")
config = GetConf(configpath)
print ("2. Activate logging scheme as selected in config")
config = DefineLogger(config=config, category="DataProducts", job=os.path.basename(__file__), newname='mm-dp-convert{}.log'.format(sensor))
name1 = "{}-{}".format(config.get('logname'),sensor)
statusmsg[name1] = 'successful'
print ("3. Connect databases and select first available")
try:
config = ConnectDatabases(config=config, debug=debug)
db = config.get('primaryDB')
if debug:
print (" -- success")
except:
if debug:
print (" -- database failed")
statusmsg[name1] = 'database failed'
print ("4. Running conversion")
try:
starttime = datetime.strptime(datetime.strftime(endtime-timedelta(days=duration),"%Y-%m-%d"),"%Y-%m-%d")
convert(db, sensor,outpath,starttime=starttime,endtime=endtime,format_type=format_type,debug=debug)
except:
if debug:
print (" -- conversion failed")
statusmsg[name1] = 'conversion failed'
if not debug:
martaslog = ml(logfile=config.get('logfile'),receiver=config.get('notification'))
martaslog.telegram['config'] = config.get('notificationconfig')
martaslog.msg(statusmsg)
else:
print ("Debug selected - statusmsg looks like:")
print (statusmsg)