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4 changed files with 192 additions and 119 deletions

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@ -3,12 +3,13 @@ datapath: "/data/SDS/" # SC3 Datapath
networks: ["1Y", "HA", "MK"] # select networks, list or str networks: ["1Y", "HA", "MK"] # select networks, list or str
stations: "*" # select stations, list or str stations: "*" # select stations, list or str
locations: "*" # select locations, 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 networks_blacklist: [] # exclude these networks
interval: 60 # Perform checks every x seconds 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) 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 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) track_changes: True # tracks all changes since GUI startup by text highlighting (GUI only)
warn_count: False # show number of warnings and errors in table warn_count: False # show number of warnings and errors in table
min_sample: 5 # minimum samples for raising Warn/FAIL min_sample: 5 # minimum samples for raising Warn/FAIL
@ -39,6 +40,7 @@ POWBOX:
THRESHOLDS: THRESHOLDS:
pb_thresh: 0.2 # Threshold for PowBox Voltage check +/- (V) pb_thresh: 0.2 # Threshold for PowBox Voltage check +/- (V)
max_temp: 50 # max temperature for temperature warning 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 low_volt: 12 # min voltage for low voltage warning
high_volt: 14.8 # max voltage for over voltage warning high_volt: 14.8 # max voltage for over voltage warning
unclassified: 5 # min voltage samples not classified for warning unclassified: 5 # min voltage samples not classified for warning
@ -55,6 +57,7 @@ THRESHOLDS:
# For each channel a factor 'unit' for unit conversion (e.g. to SI) can be provided, as well as a 'name' # For each channel a factor 'unit' for unit conversion (e.g. to SI) can be provided, as well as a 'name'
# and 'ticks' [ymin, ymax, ystep] for plotting. # and 'ticks' [ymin, ymax, ystep] for plotting.
# 'warn' and 'fail' plot horizontal lines in corresponding colors (can be str in TRESHOLDS, int/float or iterable) # 'warn' and 'fail' plot horizontal lines in corresponding colors (can be str in TRESHOLDS, int/float or iterable)
# keyword "pb_SOH2" or "pb_SOH3" can be used to extract warning values from above POWBOX parameter definition
# #
# 'transform' can be provided for plotting to perform arithmetic operations in given order, e.g.: # 'transform' can be provided for plotting to perform arithmetic operations in given order, e.g.:
# transform: - ["*", 20] # transform: - ["*", 20]
@ -73,12 +76,12 @@ CHANNELS:
unit: 1e-6 unit: 1e-6
name: "PowBox 230V/12V (V)" name: "PowBox 230V/12V (V)"
ticks: [0, 5, 1] ticks: [0, 5, 1]
warn: [2, 3, 4, 4.5, 5] warn: "pb_SOH2"
EX3: EX3:
unit: 1e-6 unit: 1e-6
name: "PowBox Router/Charger (V)" name: "PowBox Router/Charger (V)"
ticks: [0, 5, 1] ticks: [0, 5, 1]
warn: [2, 2.5, 3, 4, 5] warn: "pb_SOH3"
VEI: VEI:
unit: 1e-3 unit: 1e-3
name: "Datalogger (V)" name: "Datalogger (V)"
@ -121,6 +124,7 @@ add_links:
# for example: slmon: {"URL": "path/{nw}_{st}.html", "text": "link"} # for example: slmon: {"URL": "path/{nw}_{st}.html", "text": "link"}
slmon: {"URL": "../slmon/{nw}_{st}.html", "text": "show"} slmon: {"URL": "../slmon/{nw}_{st}.html", "text": "show"}
24h-plot: {"URL": "../scheli/{nw}/{st}.png", "text": "plot"} 24h-plot: {"URL": "../scheli/{nw}/{st}.png", "text": "plot"}
ppsd: {"URL": "../ppsd/{nw}.{st}.html", "text": "show"}
# add station-independent links below html table (list items separated with -) # add station-independent links below html table (list items separated with -)
add_global_links: add_global_links:
@ -136,7 +140,7 @@ EMAIL:
mailserver: "localhost" mailserver: "localhost"
addresses: ["marcel.paffrath@rub.de", "kasper.fischer@rub.de"] # list of mail addresses for info mails 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 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 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]) # 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" external_mail_list: "mailing_list.yaml"

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@ -7,6 +7,7 @@ __author__ = 'Marcel Paffrath'
import os import os
import io import io
import copy import copy
import logging
import traceback import traceback
import yaml import yaml
import argparse import argparse
@ -31,27 +32,48 @@ try:
mail_functionality = True mail_functionality = True
except ImportError: except ImportError:
print('Could not import smtplib or mail. Disabled sending mails.') logging.warning('Could not import smtplib or mail. Disabled sending mails.')
mail_functionality = False mail_functionality = False
pjoin = os.path.join pjoin = os.path.join
UP = "\x1B[{length}A" UP = "\x1B[{length}A"
CLR = "\x1B[0K" CLR = "\x1B[0K"
deg_str = '\N{DEGREE SIGN}C' DEG_STR = '\N{DEGREE SIGN}C'
def read_yaml(file_path, n_read=3): def read_yaml(file_path: str, n_read: int = 3) -> dict:
for index in range(n_read): for index in range(n_read):
try: try:
with open(file_path, "r") as f: with open(file_path, "r") as f:
params = yaml.safe_load(f) params = yaml.safe_load(f)
set_logging_level(params)
except Exception as e: except Exception as e:
print(f'Could not read parameters file: {e}.\nWill try again {n_read - index - 1} time(s).') logging.warning(f'Could not read parameters file: {e}.\nWill try again {n_read - index - 1} time(s).')
time.sleep(10) time.sleep(10)
continue continue
return params return params
def set_logging_level(params: dict) -> None:
logging_levels = {'info': logging.INFO,
'warning': logging.WARNING,
'warn': logging.WARNING,
'debug': logging.DEBUG,
'error': logging.ERROR,
'critical': logging.CRITICAL}
logging_level_str = params.get('logging_level')
if not logging_level_str:
logging.warning('Could not set logging level. Parameter not set')
return
if not isinstance(logging_level_str, str):
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)
def nsl_from_id(nwst_id): def nsl_from_id(nwst_id):
nwst_id = get_full_seed_id(nwst_id) nwst_id = get_full_seed_id(nwst_id)
network, station, location = nwst_id.split('.') network, station, location = nwst_id.split('.')
@ -115,7 +137,6 @@ class SurveillanceBot(object):
self.parameters['channels'] = channels self.parameters['channels'] = channels
self.reread_parameters = self.parameters.get('reread_parameters') self.reread_parameters = self.parameters.get('reread_parameters')
self.dt_thresh = [int(val) for val in self.parameters.get('dt_thresh')] self.dt_thresh = [int(val) for val in self.parameters.get('dt_thresh')]
self.verbosity = self.parameters.get('verbosity')
self.stations_blacklist = self.parameters.get('stations_blacklist') self.stations_blacklist = self.parameters.get('stations_blacklist')
self.networks_blacklist = self.parameters.get('networks_blacklist') self.networks_blacklist = self.parameters.get('networks_blacklist')
self.refresh_period = self.parameters.get('interval') self.refresh_period = self.parameters.get('interval')
@ -196,8 +217,7 @@ class SurveillanceBot(object):
for filename in self.filenames: for filename in self.filenames:
# if file already read and last modification time is the same as of last read operation: continue # if file already read and last modification time is the same as of last read operation: continue
if self.filenames_read_last_modif.get(filename) == os.path.getmtime(filename): if self.filenames_read_last_modif.get(filename) == os.path.getmtime(filename):
if self.verbosity > 0: logging.info(f'Continue on file {filename}')
print('Continue on file', filename)
continue continue
try: try:
# read only header of wf_data # read only header of wf_data
@ -207,7 +227,7 @@ class SurveillanceBot(object):
st_new = read(filename, dtype=float) st_new = read(filename, dtype=float)
self.filenames_read_last_modif[filename] = os.path.getmtime(filename) self.filenames_read_last_modif[filename] = os.path.getmtime(filename)
except Exception as e: except Exception as e:
print(f'Could not read file {filename}:', e) logging.warning(f'Could not read file {filename}: {e}')
continue continue
self.dataStream += st_new self.dataStream += st_new
self.gaps = self.dataStream.get_gaps(min_gap=self.parameters['THRESHOLDS'].get('min_gap')) self.gaps = self.dataStream.get_gaps(min_gap=self.parameters['THRESHOLDS'].get('min_gap'))
@ -234,8 +254,7 @@ class SurveillanceBot(object):
if stream: if stream:
nsl = nsl_from_id(nwst_id) nsl = nsl_from_id(nwst_id)
station_qc = StationQC(self, stream, nsl, self.parameters, self.keys, qc_starttime, station_qc = StationQC(self, stream, nsl, self.parameters, self.keys, qc_starttime,
self.verbosity, print_func=self.print, print_func=self.print, status_track=self.status_track.get(nwst_id))
status_track=self.status_track.get(nwst_id))
analysis_print_result = station_qc.return_print_analysis() analysis_print_result = station_qc.return_print_analysis()
station_dict = station_qc.return_analysis() station_dict = station_qc.return_analysis()
else: else:
@ -388,13 +407,13 @@ class SurveillanceBot(object):
st = modify_stream_for_plot(st, parameters=self.parameters) st = modify_stream_for_plot(st, parameters=self.parameters)
st.plot(fig=fig, show=False, draw=False, block=False, equal_scale=False, method='full', st.plot(fig=fig, show=False, draw=False, block=False, equal_scale=False, method='full',
starttime=starttime, endtime=endtime) starttime=starttime, endtime=endtime)
# set_axis_ylabels(fig, self.parameters, self.verbosity) # set_axis_ylabels(fig, self.parameters)
set_axis_yticks(fig, self.parameters, self.verbosity) set_axis_yticks(fig, self.parameters)
set_axis_color(fig) set_axis_color(fig)
plot_axis_thresholds(fig, self.parameters, self.verbosity) plot_axis_thresholds(fig, self.parameters)
except Exception as e: except Exception as e:
print(f'Could not generate plot for {nwst_id}:') logging.error(f'Could not generate plot for {nwst_id}: {e}')
print(traceback.format_exc()) logging.error(traceback.format_exc())
if len(fig.axes) > 0: if len(fig.axes) > 0:
ax = fig.axes[0] ax = fig.axes[0]
ax.set_title(f'Plot refreshed at (UTC) {UTCDateTime.now().strftime("%Y-%m-%d %H:%M:%S")}. ' ax.set_title(f'Plot refreshed at (UTC) {UTCDateTime.now().strftime("%Y-%m-%d %H:%M:%S")}. '
@ -402,7 +421,10 @@ class SurveillanceBot(object):
for ax in fig.axes: for ax in fig.axes:
ax.grid(True, alpha=0.1) ax.grid(True, alpha=0.1)
for fnout in fnames_out: for fnout in fnames_out:
fig.savefig(fnout, dpi=150., bbox_inches='tight') try:
fig.savefig(fnout, dpi=150., bbox_inches='tight')
except IOError as e:
logging.warning('Could not save figure with IO error. Disk quota exceeded?\nError message: {e}')
# if needed save figure as virtual object (e.g. for mailing) # if needed save figure as virtual object (e.g. for mailing)
if save_bytes: if save_bytes:
fnames_out[-1].seek(0) fnames_out[-1].seek(0)
@ -458,7 +480,7 @@ class SurveillanceBot(object):
# add degree sign for temp # add degree sign for temp
if check_key == 'temp': if check_key == 'temp':
if not type(message) in [str]: if not type(message) in [str]:
message = str(message) + deg_str message = str(message) + DEG_STR
html_class = self.get_html_class(hide_keys_mobile, status=status, check_key=check_key) html_class = self.get_html_class(hide_keys_mobile, status=status, check_key=check_key)
item = dict(text=str(message), tooltip=str(detailed_message), color=bg_color, item = dict(text=str(message), tooltip=str(detailed_message), color=bg_color,
@ -515,17 +537,16 @@ class SurveillanceBot(object):
# write footer with optional logo # write footer with optional logo
logo_file = self.parameters.get('html_logo') logo_file = self.parameters.get('html_logo')
if not os.path.isfile(pjoin(self.outpath_html, logo_file)): if not os.path.isfile(pjoin(self.outpath_html, logo_file)):
print(f'Specified file {logo_file} not found.') logging.info(f'Specified file {logo_file} not found.')
logo_file = None logo_file = None
outfile.write(html_footer(footer_logo=logo_file)) outfile.write(html_footer(footer_logo=logo_file))
except Exception as e: except Exception as e:
print(f'Could not write HTML table to {fnout}:') logging.info(f'Could not write HTML table to {fnout}:')
print(traceback.format_exc()) logging.debug(traceback.format_exc())
if self.verbosity: logging.info(f'Wrote html table to {fnout}')
print(f'Wrote html table to {fnout}')
def update_status_message(self): def update_status_message(self):
timespan = timedelta(seconds=int(self.parameters.get('timespan') * 24 * 3600)) timespan = timedelta(seconds=int(self.parameters.get('timespan') * 24 * 3600))
@ -540,7 +561,6 @@ class SurveillanceBot(object):
string.replace('\n', clear_end) string.replace('\n', clear_end)
print(string, end=clear_end, **kwargs) print(string, end=clear_end, **kwargs)
self.print_count += n_nl + 1 # number of newlines + actual print with end='\n' (no check for kwargs end!) self.print_count += n_nl + 1 # number of newlines + actual print with end='\n' (no check for kwargs end!)
# print('pc:', self.print_count)
def clear_prints(self): def clear_prints(self):
print(UP.format(length=self.print_count), end='') print(UP.format(length=self.print_count), end='')
@ -548,14 +568,12 @@ class SurveillanceBot(object):
class StationQC(object): class StationQC(object):
def __init__(self, parent, stream, nsl, parameters, keys, starttime, verbosity, print_func, status_track=None): def __init__(self, parent, stream, nsl, parameters, keys, starttime, print_func, status_track=None):
""" """
Station Quality Check class. Station Quality Check class.
:param nsl: dictionary containing network, station and location (key: str) :param nsl: dictionary containing network, station and location (key: str)
:param parameters: parameters dictionary from parameters.yaml file :param parameters: parameters dictionary from parameters.yaml file
""" """
if status_track is None:
status_track = {}
self.parent = parent self.parent = parent
self.stream = stream self.stream = stream
self.nsl = nsl self.nsl = nsl
@ -565,7 +583,6 @@ class StationQC(object):
# make a copy of parameters object to prevent accidental changes # make a copy of parameters object to prevent accidental changes
self.parameters = copy.deepcopy(parameters) self.parameters = copy.deepcopy(parameters)
self.program_starttime = starttime self.program_starttime = starttime
self.verbosity = verbosity
self.last_active = False self.last_active = False
self.print = print_func self.print = print_func
@ -576,6 +593,8 @@ class StationQC(object):
status_track = {} status_track = {}
self.status_track = status_track self.status_track = status_track
self.powbox_active = self.is_pbox_activated_check()
self.start() self.start()
@property @property
@ -598,8 +617,7 @@ class StationQC(object):
current_status = self.status_dict.get(key) current_status = self.status_dict.get(key)
# change this to something more useful, SMS/EMAIL/PUSH # change this to something more useful, SMS/EMAIL/PUSH
if self.verbosity: logging.info(f'{UTCDateTime()}: {detailed_message}')
self.print(f'{UTCDateTime()}: {detailed_message}', flush=False)
# if error, do not overwrite with warning # if error, do not overwrite with warning
if current_status.is_error: if current_status.is_error:
@ -628,7 +646,8 @@ class StationQC(object):
send_mail = False send_mail = False
new_error = StatusError(count=count, show_count=self.parameters.get('warn_count')) new_error = StatusError(count=count, show_count=self.parameters.get('warn_count'))
if disc: 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) current_status = self.status_dict.get(key)
if current_status.is_error: if current_status.is_error:
current_status.count += count current_status.count += count
@ -638,8 +657,7 @@ class StationQC(object):
if self.status_track.get(key) and not self.status_track.get(key)[-1]: if self.status_track.get(key) and not self.status_track.get(key)[-1]:
self.parent.write_html_figure(self.nwst_id, save_bytes=True) self.parent.write_html_figure(self.nwst_id, save_bytes=True)
if self.verbosity: logging.info(f'{UTCDateTime()}: {detailed_message}')
self.print(f'{UTCDateTime()}: {detailed_message}', flush=False)
# do not send error mail if this is the first run (e.g. program startup) or state was already error (unchanged) # do not send error mail if this is the first run (e.g. program startup) or state was already error (unchanged)
if self.search_previous_errors(key) is True: if self.search_previous_errors(key) is True:
@ -671,7 +689,7 @@ class StationQC(object):
# simulate an error specified in json file (dictionary: {nwst_id: key} ) # simulate an error specified in json file (dictionary: {nwst_id: key} )
if self._simulated_error_check(key) is True: if self._simulated_error_check(key) is True:
print(f'Simulating Error on {self.nwst_id}, {key}') logging.info(f'Simulating Error on {self.nwst_id}, {key}')
return True return True
previous_errors = self.status_track.get(key) previous_errors = self.status_track.get(key)
@ -696,26 +714,22 @@ class StationQC(object):
def send_mail(self, key, status_type, additional_message=''): def send_mail(self, key, status_type, additional_message=''):
""" Send info mail using parameters specified in parameters file """ """ Send info mail using parameters specified in parameters file """
if not mail_functionality: if not mail_functionality:
if self.verbosity: logging.info('Mail functionality disabled. Return')
print('Mail functionality disabled. Return')
return return
mail_params = self.parameters.get('EMAIL') mail_params = self.parameters.get('EMAIL')
if not mail_params: if not mail_params:
if self.verbosity: logging.info('parameter "EMAIL" not set in parameter file. Return')
print('parameter "EMAIL" not set in parameter file. Return')
return return
stations_blacklist = mail_params.get('stations_blacklist') stations_blacklist = mail_params.get('stations_blacklist')
if stations_blacklist and self.station in stations_blacklist: if stations_blacklist and self.station in stations_blacklist:
if self.verbosity: logging.info(f'Station {self.station} listed in blacklist. Return')
print(f'Station {self.station} listed in blacklist. Return')
return return
networks_blacklist = mail_params.get('networks_blacklist') networks_blacklist = mail_params.get('networks_blacklist')
if networks_blacklist and self.network in networks_blacklist: if networks_blacklist and self.network in networks_blacklist:
if self.verbosity: logging.info(f'Station {self.station} of network {self.network} listed in blacklist. Return')
print(f'Station {self.station} of network {self.network} listed in blacklist. Return')
return return
sender = mail_params.get('sender') sender = mail_params.get('sender')
@ -726,8 +740,7 @@ class StationQC(object):
addresses = addresses[:] + list(add_addresses) addresses = addresses[:] + list(add_addresses)
server = mail_params.get('mailserver') server = mail_params.get('mailserver')
if not sender or not addresses: if not sender or not addresses:
if self.verbosity: logging.info('Mail sender or addresses not (correctly) defined. Return')
print('Mail sender or addresses not (correctly) defined. Return')
return return
dt = self.get_dt_for_action() dt = self.get_dt_for_action()
text = f'{key}: Status {status_type} longer than {dt}: ' + additional_message text = f'{key}: Status {status_type} longer than {dt}: ' + additional_message
@ -790,20 +803,16 @@ class StationQC(object):
yield address yield address
# file not existing # file not existing
except FileNotFoundError as e: except FileNotFoundError as e:
if self.verbosity: logging.warning(e)
print(e)
# no dictionary # no dictionary
except AttributeError as e: except AttributeError as e:
if self.verbosity: logging.warning(f'Could not read dictionary from file {eml_filename}: {e}')
print(f'Could not read dictionary from file {eml_filename}: {e}')
# other exceptions # other exceptions
except Exception as e: except Exception as e:
if self.verbosity: logging.warning(f'Could not open file {eml_filename}: {e}')
print(f'Could not open file {eml_filename}: {e}')
# no file specified # no file specified
else: else:
if self.verbosity: logging.info('No external mail list set.')
print('No external mail list set.')
return [] return []
@ -877,9 +886,8 @@ class StationQC(object):
timespan = self.parameters.get('timespan') * 24 * 3600 timespan = self.parameters.get('timespan') * 24 * 3600
self.analysis_starttime = self.program_starttime - timespan self.analysis_starttime = self.program_starttime - timespan
if self.verbosity > 0: logging.info(150 * '#')
self.print(150 * '#') logging.info('This is StationQC. Calculating quality for station'
self.print('This is StationQT. Calculating quality for station'
' {network}.{station}.{location}'.format(**self.nsl)) ' {network}.{station}.{location}'.format(**self.nsl))
self.voltage_analysis() self.voltage_analysis()
self.pb_temp_analysis() self.pb_temp_analysis()
@ -907,7 +915,7 @@ class StationQC(object):
if key == 'last active': if key == 'last active':
items.append(fancy_timestr(message)) items.append(fancy_timestr(message))
elif key == 'temp': elif key == 'temp':
items.append(str(message) + deg_str) items.append(str(message) + DEG_STR)
else: else:
items.append(str(message)) items.append(str(message))
return items return items
@ -946,9 +954,8 @@ class StationQC(object):
clock_quality_warn_level = self.parameters.get('THRESHOLDS').get('clockquality_warn') clock_quality_warn_level = self.parameters.get('THRESHOLDS').get('clockquality_warn')
clock_quality_fail_level = self.parameters.get('THRESHOLDS').get('clockquality_fail') clock_quality_fail_level = self.parameters.get('THRESHOLDS').get('clockquality_fail')
if self.verbosity > 1: logging.info(40 * '-')
self.print(40 * '-') logging.info('Performing Clock Quality check')
self.print('Performing Clock Quality check', flush=False)
clockQuality_warn = np.where(clock_quality < clock_quality_warn_level)[0] clockQuality_warn = np.where(clock_quality < clock_quality_warn_level)[0]
clockQuality_fail = np.where(clock_quality < clock_quality_fail_level)[0] clockQuality_fail = np.where(clock_quality < clock_quality_fail_level)[0]
@ -992,9 +999,8 @@ class StationQC(object):
low_volt = self.parameters.get('THRESHOLDS').get('low_volt') low_volt = self.parameters.get('THRESHOLDS').get('low_volt')
high_volt = self.parameters.get('THRESHOLDS').get('high_volt') high_volt = self.parameters.get('THRESHOLDS').get('high_volt')
if self.verbosity > 1: logging.info(40 * '-')
self.print(40 * '-') logging.info('Performing Voltage check')
self.print('Performing Voltage check', flush=False)
overvolt = np.where(voltage > high_volt)[0] overvolt = np.where(voltage > high_volt)[0]
undervolt = np.where(voltage < low_volt)[0] undervolt = np.where(voltage < low_volt)[0]
@ -1020,9 +1026,12 @@ class StationQC(object):
self.warn(key, detailed_message=detailed_message, count=n_undervolt, self.warn(key, detailed_message=detailed_message, count=n_undervolt,
last_occurrence=self.get_last_occurrence(trace, 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. """ """ Analyse PowBox temperature output. """
key = 'temp' key = 'temp'
if not self.powbox_active:
self.set_pbox_inactive_error(key)
return
st = self.stream.select(channel=channel) st = self.stream.select(channel=channel)
trace = self.get_trace(st, key) trace = self.get_trace(st, key)
if not trace: if not trace:
@ -1033,23 +1042,31 @@ class StationQC(object):
# average temp # average temp
timespan = min([self.parameters.get('timespan') * 24 * 3600, int(len(temp) / trace.stats.sampling_rate)]) timespan = min([self.parameters.get('timespan') * 24 * 3600, int(len(temp) / trace.stats.sampling_rate)])
nsamp_av = int(trace.stats.sampling_rate) * timespan nsamp_av = int(trace.stats.sampling_rate) * timespan
av_temp_str = str(round(np.nanmean(temp[-nsamp_av:]), 1)) + deg_str av_temp_str = str(round(np.nanmean(temp[-nsamp_av:]), 1)) + DEG_STR
# dt of average # dt of average
dt_t_str = str(timedelta(seconds=int(timespan))).replace(', 0:00:00', '') dt_t_str = str(timedelta(seconds=int(timespan))).replace(', 0:00:00', '')
# current temp # current temp
cur_temp = round(temp[-1], 1) cur_temp = round(temp[-1], 1)
if self.verbosity > 1: logging.info(40 * '-')
self.print(40 * '-') logging.info('Performing PowBox temperature check (EX1)')
self.print('Performing PowBox temperature check (EX1)', flush=False) logging.info(f'Average temperature at {np.nanmean(temp)}\N{DEGREE SIGN}')
self.print(f'Average temperature at {np.nanmean(temp)}\N{DEGREE SIGN}', flush=False) logging.info(f'Peak temperature at {max(temp)}\N{DEGREE SIGN}')
self.print(f'Peak temperature at {max(temp)}\N{DEGREE SIGN}', flush=False) logging.info(f'Min temperature at {min(temp)}\N{DEGREE SIGN}')
self.print(f'Min temperature at {min(temp)}\N{DEGREE SIGN}', flush=False) max_temp = thresholds.get('max_temp', t_max_default)
max_temp = thresholds.get('max_temp') max_temp_crit = thresholds.get('critical_temp', t_crit_default)
t_check = np.where(temp > max_temp)[0] 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, self.warn(key=key,
detailed_message=f'Trace {trace.get_id()}: ' detailed_message=tcheck_message_template.format(id=trace.get_id(), tmax=max_temp_crit,
f'Temperature over {max_temp}\N{DEGREE SIGN} at {trace.get_id()}!' temp=cur_temp)
+ self.get_last_occurrence_timestring(trace, t_check), + self.get_last_occurrence_timestring(trace, t_check),
last_occurrence=self.get_last_occurrence(trace, t_check)) last_occurrence=self.get_last_occurrence(trace, t_check))
else: else:
@ -1098,23 +1115,26 @@ class StationQC(object):
self.error(key=key, self.error(key=key,
detailed_message=f'Fail status for mass centering. Highest val (abs) {common_highest_val}V',) detailed_message=f'Fail status for mass centering. Highest val (abs) {common_highest_val}V',)
if self.verbosity > 1: logging.info(40 * '-')
self.print(40 * '-') logging.info('Performing mass position check')
self.print('Performing mass position check', flush=False) logging.info(f'Average mass position at {common_highest_val}')
self.print(f'Average mass position at {common_highest_val}', flush=False)
def pb_power_analysis(self, channel='EX2', pb_dict_key='pb_SOH2'): def pb_power_analysis(self, channel='EX2', pb_dict_key='pb_SOH2'):
""" Analyse EX2 channel of PowBox """ """ Analyse EX2 channel of PowBox """
keys = ['230V', '12V'] 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) st = self.stream.select(channel=channel)
trace = self.get_trace(st, keys) trace = self.get_trace(st, keys)
if not trace: if not trace:
return return
voltage = trace.data * self.get_unit_factor(channel) voltage = trace.data * self.get_unit_factor(channel)
if self.verbosity > 1: logging.info(40 * '-')
self.print(40 * '-') logging.info('Performing PowBox 12V/230V check (EX2)')
self.print('Performing PowBox 12V/230V check (EX2)', flush=False)
voltage_check, voltage_dict, last_val = self.pb_voltage_ok(trace, voltage, pb_dict_key, channel=channel) voltage_check, voltage_dict, last_val = self.pb_voltage_ok(trace, voltage, pb_dict_key, channel=channel)
if voltage_check: if voltage_check:
@ -1128,16 +1148,19 @@ class StationQC(object):
def pb_rout_charge_analysis(self, channel='EX3', pb_dict_key='pb_SOH3'): def pb_rout_charge_analysis(self, channel='EX3', pb_dict_key='pb_SOH3'):
""" Analyse EX3 channel of PowBox """ """ Analyse EX3 channel of PowBox """
keys = ['router', 'charger'] 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) st = self.stream.select(channel=channel)
trace = self.get_trace(st, keys) trace = self.get_trace(st, keys)
if not trace: if not trace:
return return
voltage = trace.data * self.get_unit_factor(channel) voltage = trace.data * self.get_unit_factor(channel)
if self.verbosity > 1: logging.info(40 * '-')
self.print(40 * '-') logging.info('Performing PowBox Router/Charger check (EX3)')
self.print('Performing PowBox Router/Charger check (EX3)', flush=False)
voltage_check, voltage_dict, last_val = self.pb_voltage_ok(trace, voltage, pb_dict_key, channel=channel) voltage_check, voltage_dict, last_val = self.pb_voltage_ok(trace, voltage, pb_dict_key, channel=channel)
if voltage_check: if voltage_check:
@ -1243,6 +1266,10 @@ class StationQC(object):
with each voltage value associated to the different steps specified in POWBOX > pb_steps. Also raises 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. 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_thresh = self.parameters.get('THRESHOLDS').get('pb_thresh')
pb_ok = self.parameters.get('POWBOX').get('pb_ok') pb_ok = self.parameters.get('POWBOX').get('pb_ok')
# possible voltage levels are keys of pb voltage level dict # possible voltage levels are keys of pb voltage level dict
@ -1305,6 +1332,13 @@ class StationQC(object):
""" get UTCDateTime from trace and index""" """ get UTCDateTime from trace and index"""
return trace.stats.starttime + trace.stats.delta * 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): class Status(object):
""" Basic Status class. All status classes are derived from this class.""" """ Basic Status class. All status classes are derived from this class."""
@ -1372,8 +1406,10 @@ class StatusError(Status):
self.set_error() self.set_error()
self.default_message = message self.default_message = message
def set_disconnected(self, message='DCN'): def set_disconnected(self, message=None):
self.connection_error = True self.connection_error = True
if not message:
message = 'DCN'
self.message = message self.message = message
def set_connected(self): def set_connected(self):

View File

@ -11,6 +11,8 @@ import os
import sys import sys
import traceback import traceback
import logging
try: try:
from PySide2 import QtGui, QtCore, QtWidgets from PySide2 import QtGui, QtCore, QtWidgets
except ImportError: except ImportError:
@ -41,7 +43,7 @@ try:
from rest_api.rest_api_utils import get_last_messages, send_message, get_default_params from rest_api.rest_api_utils import get_last_messages, send_message, get_default_params
sms_funcs = True sms_funcs = True
except ImportError: except ImportError:
print('Could not load rest_api utils, SMS functionality disabled.') logging.warning('Could not load rest_api utils, SMS functionality disabled.')
sms_funcs = False sms_funcs = False
deg_str = '\N{DEGREE SIGN}C' deg_str = '\N{DEGREE SIGN}C'
@ -54,10 +56,9 @@ class Thread(QtCore.QThread):
""" """
update = QtCore.Signal() update = QtCore.Signal()
def __init__(self, parent, runnable, verbosity=0): def __init__(self, parent, runnable):
super(Thread, self).__init__(parent=parent) super(Thread, self).__init__(parent=parent)
self.setParent(parent) self.setParent(parent)
self.verbosity = verbosity
self.runnable = runnable self.runnable = runnable
self.is_active = True self.is_active = True
@ -69,11 +70,10 @@ class Thread(QtCore.QThread):
self.update.emit() self.update.emit()
except Exception as e: except Exception as e:
self.is_active = False self.is_active = False
print(e) logging.error(e)
print(traceback.format_exc()) logging.debug(traceback.format_exc())
finally: finally:
if self.verbosity > 0: logging.info(f'Time for Thread execution: {UTCDateTime() - t0}')
print(f'Time for Thread execution: {UTCDateTime() - t0}')
class MainWindow(QtWidgets.QMainWindow): class MainWindow(QtWidgets.QMainWindow):
@ -195,7 +195,7 @@ class MainWindow(QtWidgets.QMainWindow):
station = nwst_id.split('.')[1] station = nwst_id.split('.')[1]
iccid = get_station_iccid(station) iccid = get_station_iccid(station)
if not iccid: if not iccid:
print('Could not find iccid for station', nwst_id) logging.info(f'Could not find iccid for station: {nwst_id}')
return return
sms_widget = ReadSMSWidget(parent=self, iccid=iccid) sms_widget = ReadSMSWidget(parent=self, iccid=iccid)
sms_widget.setWindowTitle(f'Recent SMS of station: {nwst_id}') sms_widget.setWindowTitle(f'Recent SMS of station: {nwst_id}')

View File

@ -1,12 +1,22 @@
#!/usr/bin/env python #!/usr/bin/env python
# -*- coding: utf-8 -*- # -*- coding: utf-8 -*-
import logging
import matplotlib import matplotlib
import numpy as np import numpy as np
from obspy import Stream 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): def get_bg_color(check_key, status, dt_thresh=None, hex=False):
message = status.message message = status.message
if check_key == 'last active': if check_key == 'last active':
@ -41,13 +51,9 @@ def get_color(key):
# 'OK': (173, 255, 133, 255), # 'OK': (173, 255, 133, 255),
# 'undefined': (230, 230, 230, 255), # 'undefined': (230, 230, 230, 255),
# 'disc': (255, 160, 40, 255),} # 'disc': (255, 160, 40, 255),}
colors_dict = {'FAIL': (195, 29, 14, 255), if not key in COLORS_DICT.keys():
'NO DATA': (255, 255, 125, 255), key = 'undefined'
'WARN': (250, 192, 63, 255), return COLORS_DICT.get(key)
'OK': (185, 245, 145, 255),
'undefined': (240, 240, 240, 255),
'disc': (126, 127, 131, 255), }
return colors_dict.get(key)
def get_color_mpl(key): def get_color_mpl(key):
@ -82,6 +88,8 @@ def get_mass_color(message):
def get_temp_color(temp, vmin=-10, vmax=60, cmap='coolwarm'): 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. """ """ Get an rgba temperature value back from specified cmap, linearly interpolated between vmin and vmax. """
if type(temp) in [str]: if type(temp) in [str]:
if temp in COLORS_DICT.keys():
return get_color(temp)
return get_color('undefined') return get_color('undefined')
cmap = matplotlib.cm.get_cmap(cmap) cmap = matplotlib.cm.get_cmap(cmap)
val = (temp - vmin) / (vmax - vmin) val = (temp - vmin) / (vmax - vmin)
@ -170,7 +178,7 @@ def transform_trace(data, transf):
return data return data
def set_axis_ylabels(fig, parameters, verbosity=0): def set_axis_ylabels(fig, parameters):
""" """
Adds channel names to y-axis if defined in parameters. Adds channel names to y-axis if defined in parameters.
""" """
@ -178,24 +186,25 @@ def set_axis_ylabels(fig, parameters, verbosity=0):
if not names: # or not len(st.traces): if not names: # or not len(st.traces):
return return
if not len(names) == len(fig.axes): if not len(names) == len(fig.axes):
if verbosity: logging.info('Mismatch in axis and label lengths. Not adding plot labels')
print('Mismatch in axis and label lengths. Not adding plot labels')
return return
for channel_name, ax in zip(names, fig.axes): for channel_name, ax in zip(names, fig.axes):
if channel_name: if channel_name:
ax.set_ylabel(channel_name) ax.set_ylabel(channel_name)
def set_axis_color(fig, color='0.8'): def set_axis_color(fig, color='0.8', shade_color='0.95'):
""" """
Set all axes of figure to specific color Set all axes (frame) of figure to specific color. Shade every second axis.
""" """
for ax in fig.axes: for i, ax in enumerate(fig.axes):
for key in ['bottom', 'top', 'right', 'left']: for key in ['bottom', 'top', 'right', 'left']:
ax.spines[key].set_color(color) ax.spines[key].set_color(color)
if i % 2:
ax.set_facecolor(shade_color)
def set_axis_yticks(fig, parameters, verbosity=0): def set_axis_yticks(fig, parameters):
""" """
Adds channel names to y-axis if defined in parameters. Adds channel names to y-axis if defined in parameters.
""" """
@ -203,8 +212,7 @@ def set_axis_yticks(fig, parameters, verbosity=0):
if not ticks: if not ticks:
return return
if not len(ticks) == len(fig.axes): if not len(ticks) == len(fig.axes):
if verbosity: logging.info('Mismatch in axis tick and label lengths. Not changing plot ticks.')
print('Mismatch in axis tick and label lengths. Not changing plot ticks.')
return return
for ytick_tripple, ax in zip(ticks, fig.axes): for ytick_tripple, ax in zip(ticks, fig.axes):
if not ytick_tripple: if not ytick_tripple:
@ -216,12 +224,11 @@ def set_axis_yticks(fig, parameters, verbosity=0):
ax.set_ylim(ymin - 0.33 * step, ymax + 0.33 * step) ax.set_ylim(ymin - 0.33 * step, ymax + 0.33 * step)
def plot_axis_thresholds(fig, parameters, verbosity=0): def plot_axis_thresholds(fig, parameters):
""" """
Adds channel thresholds (warn, fail) to y-axis if defined in parameters. Adds channel thresholds (warn, fail) to y-axis if defined in parameters.
""" """
if verbosity > 0: logging.info('Plotting trace thresholds')
print('Plotting trace thresholds')
keys_colors = {'warn': dict(color=0.8 * get_color_mpl('WARN'), linestyle=(0, (5, 10)), alpha=0.5, linewidth=0.7), keys_colors = {'warn': dict(color=0.8 * get_color_mpl('WARN'), linestyle=(0, (5, 10)), alpha=0.5, linewidth=0.7),
'fail': dict(color=0.8 * get_color_mpl('FAIL'), linestyle='solid', alpha=0.5, linewidth=0.7)} 'fail': dict(color=0.8 * get_color_mpl('FAIL'), linestyle='solid', alpha=0.5, linewidth=0.7)}
@ -235,6 +242,10 @@ def plot_axis_thresholds(fig, parameters, verbosity=0):
def plot_threshold_lines(fig, channel_threshold_list, parameters, **kwargs): def plot_threshold_lines(fig, channel_threshold_list, parameters, **kwargs):
for channel_thresholds, ax in zip(channel_threshold_list, fig.axes): for channel_thresholds, ax in zip(channel_threshold_list, fig.axes):
if channel_thresholds in ['pb_SOH2', 'pb_SOH3']:
annotate_voltage_states(ax, parameters, channel_thresholds)
channel_thresholds = get_warn_states_pbox(channel_thresholds, parameters)
if not channel_thresholds: if not channel_thresholds:
continue continue
@ -244,5 +255,27 @@ def plot_threshold_lines(fig, channel_threshold_list, parameters, **kwargs):
for warn_thresh in channel_thresholds: for warn_thresh in channel_thresholds:
if isinstance(warn_thresh, str): if isinstance(warn_thresh, str):
warn_thresh = parameters.get('THRESHOLDS').get(warn_thresh) warn_thresh = parameters.get('THRESHOLDS').get(warn_thresh)
if type(warn_thresh in (float, int)): if isinstance(warn_thresh, (float, int)):
ax.axhline(warn_thresh, **kwargs) ax.axhline(warn_thresh, **kwargs)
def get_warn_states_pbox(soh_key: str, parameters: dict) -> list:
pb_dict = parameters.get('POWBOX').get(soh_key)
if not pb_dict:
return []
return [key for key in pb_dict.keys() if key > 1]
def annotate_voltage_states(ax, parameters, pb_key, color='0.75'):
for voltage, voltage_dict in parameters.get('POWBOX').get(pb_key).items():
if float(voltage) < 1:
continue
out_string = ''
for key, val in voltage_dict.items():
if val != 'OK':
if out_string:
out_string += ' | '
out_string += f'{key}: {val}'
ax.annotate(out_string, (ax.get_xlim()[-1], voltage), color=color, fontsize='xx-small',
horizontalalignment='right')