Compare commits

...

2 Commits

3 changed files with 63 additions and 20 deletions

View File

@ -3,11 +3,11 @@ datapath: "/data/SDS/" # SC3 Datapath
networks: ["1Y", "HA", "MK"] # select networks, list or str
stations: "*" # select stations, list or str
locations: "*" # select locations, list or str
stations_blacklist: ["TEST", "EREA", "DOMV"] # exclude these stations
stations_blacklist: ["TEST", "EREA", "DOMV", "LFKM", "GR19", "LAKA"] # exclude these stations
networks_blacklist: [] # exclude these networks
interval: 60 # Perform checks every x seconds
n_track: 360 # wait n_track * intervals before performing an action (i.e. send mail/end highlight status)
timespan: 3 # Check data of the recent x days
timespan: 7 # Check data of the recent x days
verbosity: 0 # verbosity flag for program console output (not logging)
logging_level: WARN # set logging level (info, warning, debug)
track_changes: True # tracks all changes since GUI startup by text highlighting (GUI only)
@ -40,6 +40,7 @@ POWBOX:
THRESHOLDS:
pb_thresh: 0.2 # Threshold for PowBox Voltage check +/- (V)
max_temp: 50 # max temperature for temperature warning
critical_temp: 65 # max temperature for critical warning (fail)
low_volt: 12 # min voltage for low voltage warning
high_volt: 14.8 # max voltage for over voltage warning
unclassified: 5 # min voltage samples not classified for warning
@ -139,7 +140,7 @@ EMAIL:
mailserver: "localhost"
addresses: ["marcel.paffrath@rub.de", "kasper.fischer@rub.de"] # list of mail addresses for info mails
sender: "webmaster@geophysik.ruhr-uni-bochum.de" # mail sender
stations_blacklist: ['GR33'] # do not send emails for specific stations
stations_blacklist: [] # do not send emails for specific stations
networks_blacklist: [] # do not send emails for specific network
# specify recipients for single stations in a yaml: key = email-address, val = station list (e.g. [1Y.GR01, 1Y.GR02])
external_mail_list: "mailing_list.yaml"

View File

@ -69,6 +69,7 @@ def set_logging_level(params: dict) -> None:
logging.warning(
f'Could not set logging level. Parameter logging_level = {logging_level_str} could not be interpreted.')
return
logging.info(f'Setting logging level to {logging_level_str}')
logging_level = logging_levels.get(logging_level_str.lower())
logging.basicConfig(level=logging_level)
@ -573,8 +574,6 @@ class StationQC(object):
:param nsl: dictionary containing network, station and location (key: str)
:param parameters: parameters dictionary from parameters.yaml file
"""
if status_track is None:
status_track = {}
self.parent = parent
self.stream = stream
self.nsl = nsl
@ -594,6 +593,8 @@ class StationQC(object):
status_track = {}
self.status_track = status_track
self.powbox_active = self.is_pbox_activated_check()
self.start()
@property
@ -645,7 +646,8 @@ class StationQC(object):
send_mail = False
new_error = StatusError(count=count, show_count=self.parameters.get('warn_count'))
if disc:
new_error.set_disconnected()
msg = disc if type(disc) == str else None
new_error.set_disconnected(msg)
current_status = self.status_dict.get(key)
if current_status.is_error:
current_status.count += count
@ -1024,9 +1026,12 @@ class StationQC(object):
self.warn(key, detailed_message=detailed_message, count=n_undervolt,
last_occurrence=self.get_last_occurrence(trace, undervolt))
def pb_temp_analysis(self, channel='EX1'):
def pb_temp_analysis(self, channel='EX1', t_max_default=50, t_crit_default=70):
""" Analyse PowBox temperature output. """
key = 'temp'
if not self.powbox_active:
self.set_pbox_inactive_error(key)
return
st = self.stream.select(channel=channel)
trace = self.get_trace(st, key)
if not trace:
@ -1047,12 +1052,21 @@ class StationQC(object):
logging.info(f'Average temperature at {np.nanmean(temp)}\N{DEGREE SIGN}')
logging.info(f'Peak temperature at {max(temp)}\N{DEGREE SIGN}')
logging.info(f'Min temperature at {min(temp)}\N{DEGREE SIGN}')
max_temp = thresholds.get('max_temp')
max_temp = thresholds.get('max_temp', t_max_default)
max_temp_crit = thresholds.get('critical_temp', t_crit_default)
t_check = np.where(temp > max_temp)[0]
if len(t_check) > 0:
t_check_crit = np.where(temp > max_temp_crit)[0]
tcheck_message_template = ('Trace {id}: Temperature over {tmax}' + f'\N{DEGREE SIGN}'
+ '! Current temperature: {temp}' + f'\N{DEGREE SIGN}')
if len(t_check_crit) > 0:
self.error(key=key,
detailed_message=tcheck_message_template.format(id=trace.get_id(), tmax=max_temp, temp=cur_temp)
+ self.get_last_occurrence_timestring(trace, t_check_crit),
last_occurrence=self.get_last_occurrence(trace, t_check_crit))
elif len(t_check) > 0:
self.warn(key=key,
detailed_message=f'Trace {trace.get_id()}: '
f'Temperature over {max_temp}\N{DEGREE SIGN} at {trace.get_id()}!'
detailed_message=tcheck_message_template.format(id=trace.get_id(), tmax=max_temp_crit,
temp=cur_temp)
+ self.get_last_occurrence_timestring(trace, t_check),
last_occurrence=self.get_last_occurrence(trace, t_check))
else:
@ -1108,6 +1122,11 @@ class StationQC(object):
def pb_power_analysis(self, channel='EX2', pb_dict_key='pb_SOH2'):
""" Analyse EX2 channel of PowBox """
keys = ['230V', '12V']
if not self.powbox_active:
for key in keys:
self.set_pbox_inactive_error(key)
return
st = self.stream.select(channel=channel)
trace = self.get_trace(st, keys)
if not trace:
@ -1129,7 +1148,11 @@ class StationQC(object):
def pb_rout_charge_analysis(self, channel='EX3', pb_dict_key='pb_SOH3'):
""" Analyse EX3 channel of PowBox """
keys = ['router', 'charger']
pb_thresh = self.parameters.get('THRESHOLDS').get('pb_1v')
if not self.powbox_active:
for key in keys:
self.set_pbox_inactive_error(key)
return
st = self.stream.select(channel=channel)
trace = self.get_trace(st, keys)
if not trace:
@ -1243,6 +1266,10 @@ class StationQC(object):
with each voltage value associated to the different steps specified in POWBOX > pb_steps. Also raises
self.warn in case there are unassociated voltage values recorded.
"""
if not self.powbox_active:
return
pb_thresh = self.parameters.get('THRESHOLDS').get('pb_thresh')
pb_ok = self.parameters.get('POWBOX').get('pb_ok')
# possible voltage levels are keys of pb voltage level dict
@ -1305,6 +1332,13 @@ class StationQC(object):
""" get UTCDateTime from trace and index"""
return trace.stats.starttime + trace.stats.delta * index
def is_pbox_activated_check(self):
return self.station not in self.parameters.get('no_pbox_stations', [])
def set_pbox_inactive_error(self, key):
msg = self.parameters.get('no_pbox_stations')[self.station]
self.error(key, detailed_message=f'PowBox not connected', disc=msg)
class Status(object):
""" Basic Status class. All status classes are derived from this class."""
@ -1372,8 +1406,10 @@ class StatusError(Status):
self.set_error()
self.default_message = message
def set_disconnected(self, message='DCN'):
def set_disconnected(self, message=None):
self.connection_error = True
if not message:
message = 'DCN'
self.message = message
def set_connected(self):

View File

@ -9,6 +9,14 @@ import numpy as np
from obspy import Stream
COLORS_DICT = {'FAIL': (195, 29, 14, 255),
'NO DATA': (255, 255, 125, 255),
'WARN': (250, 192, 63, 255),
'OK': (185, 245, 145, 255),
'undefined': (240, 240, 240, 255),
'disc': (126, 127, 131, 255), }
def get_bg_color(check_key, status, dt_thresh=None, hex=False):
message = status.message
if check_key == 'last active':
@ -43,13 +51,9 @@ def get_color(key):
# 'OK': (173, 255, 133, 255),
# 'undefined': (230, 230, 230, 255),
# 'disc': (255, 160, 40, 255),}
colors_dict = {'FAIL': (195, 29, 14, 255),
'NO DATA': (255, 255, 125, 255),
'WARN': (250, 192, 63, 255),
'OK': (185, 245, 145, 255),
'undefined': (240, 240, 240, 255),
'disc': (126, 127, 131, 255), }
return colors_dict.get(key)
if not key in COLORS_DICT.keys():
key = 'undefined'
return COLORS_DICT.get(key)
def get_color_mpl(key):
@ -84,6 +88,8 @@ def get_mass_color(message):
def get_temp_color(temp, vmin=-10, vmax=60, cmap='coolwarm'):
""" Get an rgba temperature value back from specified cmap, linearly interpolated between vmin and vmax. """
if type(temp) in [str]:
if temp in COLORS_DICT.keys():
return get_color(temp)
return get_color('undefined')
cmap = matplotlib.cm.get_cmap(cmap)
val = (temp - vmin) / (vmax - vmin)