[minor] re-ordered parameters

parameters.yaml

@@ -7,12 +7,20 @@ channels: ['EX1', 'EX2', 'EX3', 'VEI']    # Specify SOH channels, currently supp
 stations_blacklist: ['TEST', 'EREA']
 networks_blacklist: []
 interval: 60               # Perform checks every x seconds
+n_track: 120               # wait number of intervals after FAIL before performing an action (i.e. send mail)
 timespan: 3                # Check data of the recent x days
 verbosity: 0
-reread_parameters: True    # reread parameters file (change parameters on runtime, not for itself/GUI refresh/datapath)
 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
 dt_thresh: [300, 1800]     # threshold (s) for timing delay colourisation (yellow/red)
 html_figures: True         # Create html figure directory and links
+reread_parameters: True    # reread parameters file (change parameters on runtime, not for itself/GUI refresh/datapath)
+
+# add links to html table with specified key as column and value as relative link, interpretable string parameters:
+# nw (e.g. 1Y), st (e.g. GR01A), nwst_id (e.g. 1Y.GR01A)
+# can also be empty!
+add_links:
+  slmon: {"URL": "{nw}_{st}.html", "text": "show"}   # for example: slmon: {"URL": "{nw}_{st}.html", "text": "link"}
 
 POWBOX:
   pb_ok: 1  # Voltage for PowBox OK
@@ -33,10 +41,17 @@ POWBOX:
     4: {"router": "FAIL", "charger": "0 < resets < 3"}
     5: {"router": "FAIL", "charger": "locked"}
 
-
+# Thresholds for program warnings/voltage classifications
 THRESHOLDS:
   pb_thresh: 0.2               # Threshold for PowBox Voltage check +/- (V)
   max_temp: 50                 # max temperature for temperature warning
   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
+
+# E-mail notifications
+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
+

survBot.py

@@ -21,6 +21,14 @@ from write_utils import write_html_text, write_html_row, write_html_footer, writ
     init_html_table, finish_html_table
 from utils import get_bg_color
 
+try:
+    import smtplib
+    from email.mime.text import MIMEText
+    mail_functionality = True
+except ImportError:
+    print('Could not import smtplib or mail. Disabled sending mails.')
+    mail_functionality = False
+
 pjoin = os.path.join
 UP = "\x1B[{length}A"
 CLR = "\x1B[0K"
@@ -32,12 +40,12 @@ def read_yaml(file_path):
         return yaml.safe_load(f)
 
 
-def nsl_from_id(st_id):
+def nsl_from_id(nwst_id):
-    network, station, location = st_id.split('.')
+    network, station, location = nwst_id.split('.')
     return dict(network=network, station=station, location=location)
 
 
-def get_st_id(trace):
+def get_nwst_id(trace):
     stats = trace.stats
     return f'{stats.network}.{stats.station}.'  # {stats.location}'
 
@@ -64,6 +72,7 @@ class SurveillanceBot(object):
         self.station_list = []
         self.analysis_print_list = []
         self.analysis_results = {}
+        self.status_track = {}
         self.dataStream = Stream()
         self.data = {}
         self.print_count = 0
@@ -82,6 +91,8 @@ class SurveillanceBot(object):
         self.networks_blacklist = self.parameters.get('networks_blacklist')
         self.refresh_period = self.parameters.get('interval')
         self.transform_parameters()
+        add_links = self.parameters.get('add_links')
+        self.add_links = add_links if add_links else {}
 
     def transform_parameters(self):
         for key in ['networks', 'stations', 'locations', 'channels']:
@@ -103,8 +114,8 @@ class SurveillanceBot(object):
             if self.networks_blacklist and nw in self.networks_blacklist:
                 continue
             if (networks == ['*'] or nw in networks) and (stations == ['*'] or st in stations):
-                st_id = f'{nw}.{st}.'
+                nwst_id = f'{nw}.{st}.'
-                self.station_list.append(st_id)
+                self.station_list.append(nwst_id)
 
     def get_filenames(self):
         self.filenames = []
@@ -159,10 +170,10 @@ class SurveillanceBot(object):
 
         # organise data in dictionary with key for each station
         for trace in self.dataStream:
-            st_id = get_st_id(trace)
+            nwst_id = get_nwst_id(trace)
-            if not st_id in self.data.keys():
+            if not nwst_id in self.data.keys():
-                self.data[st_id] = Stream()
+                self.data[nwst_id] = Stream()
-            self.data[st_id].append(trace)
+            self.data[nwst_id].append(trace)
 
     def execute_qc(self):
         if self.reread_parameters:
@@ -173,47 +184,65 @@ class SurveillanceBot(object):
 
         self.analysis_print_list = []
         self.analysis_results = {}
-        for st_id in sorted(self.station_list):
+        for nwst_id in sorted(self.station_list):
-            stream = self.data.get(st_id)
+            stream = self.data.get(nwst_id)
             if stream:
-                nsl = nsl_from_id(st_id)
+                nsl = nsl_from_id(nwst_id)
-                station_qc = StationQC(stream, nsl, self.parameters, self.keys, qc_starttime, self.verbosity,
+                station_qc = StationQC(stream, nsl, self.parameters, self.keys, qc_starttime,
-                                       print_func=self.print)
+                                       self.verbosity, print_func=self.print,
+                                       status_track=self.status_track.get(nwst_id))
                 analysis_print_result = station_qc.return_print_analysis()
-                station_dict, warn_dict = station_qc.return_analysis()
+                station_dict = station_qc.return_analysis()
             else:
-                analysis_print_result = self.get_no_data_station(st_id, to_print=True)
+                analysis_print_result = self.get_no_data_station(nwst_id, to_print=True)
-                station_dict, warn_dict = self.get_no_data_station(st_id)
+                station_dict = self.get_no_data_station(nwst_id)
             self.analysis_print_list.append(analysis_print_result)
-            self.analysis_results[st_id] = (station_dict, warn_dict)
+            self.analysis_results[nwst_id] = station_dict
+        self.track_status()
 
         self.update_status_message()
         return 'ok'
 
-    def get_no_data_station(self, st_id, no_data='-', to_print=False):
+    def track_status(self):
-        delay = self.get_station_delay(st_id)
+        """
+        tracks error status of the last n_track + 1 errors.
+        """
+        n_track = self.parameters.get('n_track')
+        if not n_track or n_track < 1:
+            return
+        for nwst_id, analysis_dict in self.analysis_results.items():
+            if not nwst_id in self.status_track.keys():
+                self.status_track[nwst_id] = {}
+            for key, status in analysis_dict.items():
+                if not key in self.status_track[nwst_id].keys():
+                    self.status_track[nwst_id][key] = []
+                track_lst = self.status_track[nwst_id][key]
+                # pop list until length is n_track + 1
+                while len(track_lst) > n_track:
+                    track_lst.pop(0)
+                track_lst.append(status.is_error)
+
+    def get_no_data_station(self, nwst_id, no_data='-', to_print=False):
+        delay = self.get_station_delay(nwst_id)
         if not to_print:
             status_dict = {}
-            warn_dict = {}
             for key in self.keys:
                 if key == 'last active':
-                    status_dict[key] = timedelta(seconds=int(delay))
+                    status_dict[key] = Status(message=timedelta(seconds=int(delay)), detailed_messages=['No data'])
-                    warn_dict[key] = 'No data within set timespan'
                 else:
-                    status_dict[key] = no_data
+                    status_dict[key] = Status(message=no_data, detailed_messages=['No data'])
-                    warn_dict[key] = 'No data'
+            return status_dict
-            return status_dict, warn_dict
         else:
-            items = [st_id.rstrip('.')] + [fancy_timestr(timedelta(seconds=int(delay)))]
+            items = [nwst_id.rstrip('.')] + [fancy_timestr(timedelta(seconds=int(delay)))]
             for _ in range(len(self.keys) - 1):
                 items.append(no_data)
             return items
 
-    def get_station_delay(self, st_id):
+    def get_station_delay(self, nwst_id):
         """ try to get station delay from SDS archive using client"""
         locations = ['', '0', '00']
         channels = ['HHZ', 'HHE', 'HHN', 'VEI', 'EX1', 'EX2', 'EX3']
-        network, station = st_id.split('.')[:2]
+        network, station = nwst_id.split('.')[:2]
 
         times = []
         for channel in channels:
@@ -276,11 +305,11 @@ class SurveillanceBot(object):
             self.plot_hour += 1
         return True
 
-    def get_fig_path_abs(self, st_id):
+    def get_fig_path_abs(self, nwst_id):
-        return pjoin(self.outpath_html, self.get_fig_path_rel(st_id))
+        return pjoin(self.outpath_html, self.get_fig_path_rel(nwst_id))
 
-    def get_fig_path_rel(self, st_id, fig_format='png'):
+    def get_fig_path_rel(self, nwst_id, fig_format='png'):
-        return os.path.join(self.html_fig_dir, f'{st_id.rstrip(".")}.{fig_format}')
+        return os.path.join(self.html_fig_dir, f'{nwst_id.rstrip(".")}.{fig_format}')
 
     def check_fig_dir(self):
         fdir = pjoin(self.outpath_html, self.html_fig_dir)
@@ -297,10 +326,10 @@ class SurveillanceBot(object):
             return
         self.check_fig_dir()
 
-        for st_id in self.station_list:
+        for nwst_id in self.station_list:
             fig = plt.figure(figsize=(16, 9))
-            fnout = self.get_fig_path_abs(st_id)
+            fnout = self.get_fig_path_abs(nwst_id)
-            st = self.data.get(st_id)
+            st = self.data.get(nwst_id)
             if st:
                 st.plot(fig=fig, show=False, draw=False, block=False, equal_scale=False, method='full')
                 ax = fig.axes[0]
@@ -320,19 +349,25 @@ class SurveillanceBot(object):
                 init_html_table(outfile)
 
                 # First write header items
+                header = self.keys.copy()
+                # add columns for additional links
+                for key in self.add_links:
+                    header.insert(-1, key)
                 header_items = [dict(text='Station', color=default_color)]
-                for check_key in self.keys:
+                for check_key in header:
                     item = dict(text=check_key, color=default_color)
                     header_items.append(item)
                 write_html_row(outfile, header_items, html_key='th')
 
                 # Write all cells
-                for st_id in self.station_list:
+                for nwst_id in self.station_list:
-                    fig_name = self.get_fig_path_rel(st_id)
+                    fig_name = self.get_fig_path_rel(nwst_id)
-                    col_items = [dict(text=st_id.rstrip('.'), color=default_color, image_src=fig_name)]
+                    col_items = [dict(text=nwst_id.rstrip('.'), color=default_color, hyperlink=fig_name)]
-                    for check_key in self.keys:
+                    for check_key in header:
-                        status_dict, detailed_dict = self.analysis_results.get(st_id)
+                        if check_key in self.keys:
+                            status_dict = self.analysis_results.get(nwst_id)
                             status = status_dict.get(check_key)
+                            message, detailed_message = status.get_status_str()
 
                             # get background color
                             dt_thresh = [timedelta(seconds=sec) for sec in self.dt_thresh]
@@ -342,12 +377,21 @@ class SurveillanceBot(object):
 
                             # add degree sign for temp
                             if check_key == 'temp':
-                            if not type(status) in [str]:
+                                if not type(message) in [str]:
-                                status = str(status) + deg_str
+                                    message = str(message) + deg_str
 
-                        item = dict(text=str(status), tooltip=str(detailed_dict.get(check_key)),
+                            item = dict(text=str(message), tooltip=str(detailed_message), color=bg_color)
-                                    color=bg_color)
+                        elif check_key in self.add_links:
+                            value = self.add_links.get(check_key).get('URL')
+                            link_text = self.add_links.get(check_key).get('text')
+                            if not value:
+                                continue
+                            nw, st = nwst_id.split('.')[:2]
+                            hyperlink_dict = dict(nw=nw, st=st, nwst_id=nwst_id)
+                            link = value.format(**hyperlink_dict)
+                            item = dict(text=link_text, tooltip=link, hyperlink=link, color=default_color)
                         col_items.append(item)
+
                     write_html_row(outfile, col_items)
 
                 finish_html_table(outfile)
@@ -378,7 +422,7 @@ class SurveillanceBot(object):
 
 
 class StationQC(object):
-    def __init__(self, stream, nsl, parameters, keys, starttime, verbosity, print_func):
+    def __init__(self, stream, nsl, parameters, keys, starttime, verbosity, print_func, status_track={}):
         """
         Station Quality Check class.
         :param nsl: dictionary containing network, station and location (key: str)
@@ -395,51 +439,150 @@ class StationQC(object):
         self.last_active = False
         self.print = print_func
 
-        timespan = self.parameters.get('timespan') * 24 * 3600
-        self.analysis_starttime = self.program_starttime - timespan
-
         self.keys = keys
-        self.detailed_status_dict = {key: None for key in self.keys}
+        self.status_dict = {key: Status() for key in self.keys}
-        self.status_dict = {key: '-' for key in self.keys}
-        self.activity_check()
 
-        self.analyse_channels()
+        if not status_track:
+            status_track = {}
+        self.status_track = status_track
 
-    def status_ok(self, key, message=None, status_message='OK'):
+        self.start()
-        self.status_dict[key] = status_message
-        self.detailed_status_dict[key] = message
 
-    def warn(self, key, detailed_message, status_message='WARN'):
+    def status_ok(self, key, detailed_message="Everything OK", status_message='OK', overwrite=False):
-        # update detailed status if already existing
+        current_status = self.status_dict.get(key)
-        current_message = self.detailed_status_dict.get(key)
+        # do not overwrite existing warnings or errors
-        current_message = '' if current_message in [None, '-'] else current_message + ' | '
+        if not overwrite and (current_status.is_warn or current_status.is_error):
-        self.detailed_status_dict[key] = current_message + detailed_message
+            return
+        self.status_dict[key] = StatusOK(message=status_message, detailed_messages=[detailed_message])
 
-        # this is becoming a little bit too complicated (adding warnings to existing)
+    def warn(self, key, detailed_message, last_occurrence=None, count=1):
-        current_status_message = self.status_dict.get(key)
+        if key == 'other':
-        current_status_message = '' if current_status_message in [None, 'OK', '-'] else current_status_message + ' | '
+            self.status_other(detailed_message, last_occurrence, count)
-        self.status_dict[key] = current_status_message + status_message
+
+        new_warn = StatusWarn(count=count, show_count=self.parameters.get('warn_count'))
+
+        current_status = self.status_dict.get(key)
 
         # change this to something more useful, SMS/EMAIL/PUSH
         if self.verbosity:
             self.print(f'{UTCDateTime()}: {detailed_message}', flush=False)
+
+        # if error, do not overwrite with warning
+        if current_status.is_error:
+            return
+
+        if current_status.is_warn:
+            current_status.count += count
+        else:
+            current_status = new_warn
+
+        self._update_status(key, current_status, detailed_message, last_occurrence)
+
         # warnings.warn(message)
 
-    def error(self, key, message):
+        # # update detailed status if already existing
-        self.detailed_status_dict[key] = message
+        # current_message = self.detailed_status_dict.get(key)
-        self.status_dict[key] = 'FAIL'
+        # current_message = '' if current_message in [None, '-'] else current_message + ' | '
-        # change this to something more useful, SMS/EMAIL/PUSH
+        # self.detailed_status_dict[key] = current_message + detailed_message
+        #
+        # # this is becoming a little bit too complicated (adding warnings to existing)
+        # current_status_message = self.status_dict.get(key)
+        # current_status_message = '' if current_status_message in [None, 'OK', '-'] else current_status_message + ' | '
+        # self.status_dict[key] = current_status_message + status_message
+
+    def error(self, key, detailed_message, last_occurrence=None, count=1):
+        new_error = StatusError(count=count, show_count=self.parameters.get('warn_count'))
+        current_status = self.status_dict.get(key)
+        if current_status.is_error:
+            current_status.count += count
+        else:
+            current_status = new_error
+
+        self._update_status(key, current_status, detailed_message, last_occurrence)
+
         if self.verbosity:
-            self.print(f'{UTCDateTime()}: {message}', flush=False)
+            self.print(f'{UTCDateTime()}: {detailed_message}', flush=False)
-        # warnings.warn(message)
+
+        # 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):
+            self.send_mail(key, detailed_message)
+
+    def search_previous_errors(self, key):
+        """
+        Check n_track + 1 previous statuses for errors.
+        If first item in list is no error but all others are return True (first time n_track errors appeared --
+        if ALL n_track + 1 are error: error is old)
+        In all other cases return True.
+        This also prevents sending status (e.g. mail) in case of program startup
+        """
+        previous_errors = self.status_track.get(key)
+        # only if error list is filled n_track times
+        if previous_errors and len(previous_errors) == self.parameters.get('n_track') + 1:
+            # if first entry was no error but all others are, return True (-> new Fail n_track times)
+            if not previous_errors[0] and all(previous_errors[1:]):
+                return True
+        else:
+            return False
+
+    def send_mail(self, key, message):
+        """ Send info mail using parameters specified in parameters file """
+        if not mail_functionality:
+            if self.verbosity:
+                print('Mail functionality disabled. Return')
+            return
+        mail_params = self.parameters.get('EMAIL')
+        if not mail_params:
+            if self.verbosity:
+                print('parameter "EMAIL" not set in parameter file. Return')
+            return
+        sender = mail_params.get('sender')
+        addresses = mail_params.get('addresses')
+        server = mail_params.get('mailserver')
+        if not sender or not addresses:
+            if self.verbosity:
+                print('Mail sender or addresses not correctly defined. Return')
+            return
+        n_track = self.parameters.get('n_track')
+        interval = self.parameters.get('interval')
+        dt = timedelta(seconds=n_track * interval)
+        text = f'{key} FAIL status longer than {dt}: ' + message
+        msg = MIMEText(text)
+        msg['Subject'] = f'new FAIL status on station {self.network}.{self.station}'
+        msg['From'] = sender
+        msg['To'] = ', '.join(addresses)
+
+        # send message via SMTP server
+        s = smtplib.SMTP(server)
+        s.sendmail(sender, addresses, msg.as_string())
+        s.quit()
+
+        
+    def status_other(self, detailed_message, status_message, last_occurrence=None, count=1):
+        key = 'other'
+        new_status = StatusOther(count=count, messages=[status_message])
+        current_status = self.status_dict.get(key)
+        if current_status.is_other:
+            current_status.count += count
+            current_status.messages.append(status_message)
+        else:
+            current_status = new_status
+
+        self._update_status(key, current_status, detailed_message, last_occurrence)
+
+    def _update_status(self, key, current_status, detailed_message, last_occurrence):
+        current_status.detailed_messages.append(detailed_message)
+        current_status.last_occurrence = last_occurrence
+
+        self.status_dict[key] = current_status
 
     def activity_check(self):
         self.last_active = self.last_activity()
         if not self.last_active:
-            message = 'FAIL'
+            status = StatusError()
         else:
             message = timedelta(seconds=int(self.program_starttime - self.last_active))
-        self.status_dict['last active'] = message
+            status = Status(message=message)
+        self.status_dict['last active'] = status
 
     def last_activity(self):
         if not self.stream:
@@ -450,11 +593,18 @@ class StationQC(object):
         if len(endtimes) > 0:
             return max(endtimes)
 
+    def start(self):
+        self.analyse_channels()
+
     def analyse_channels(self):
+        timespan = self.parameters.get('timespan') * 24 * 3600
+        self.analysis_starttime = self.program_starttime - timespan
+
         if self.verbosity > 0:
             self.print(150 * '#')
             self.print('This is StationQT. Calculating quality for station'
                        ' {network}.{station}.{location}'.format(**self.nsl))
+        self.activity_check()
         self.voltage_analysis()
         self.pb_temp_analysis()
         self.pb_power_analysis()
@@ -463,26 +613,30 @@ class StationQC(object):
     def return_print_analysis(self):
         items = [f'{self.network}.{self.station}']
         for key in self.keys:
-            item = self.status_dict[key]
+            status = self.status_dict[key]
+            message = status.message
             if key == 'last active':
-                items.append(fancy_timestr(item))
+                items.append(fancy_timestr(message))
             elif key == 'temp':
-                items.append(str(item) + deg_str)
+                items.append(str(message) + deg_str)
             else:
-                items.append(str(item))
+                items.append(str(message))
         return items
 
     def return_analysis(self):
-        return self.status_dict, self.detailed_status_dict
+        return self.status_dict
 
     def get_last_occurrence_timestring(self, trace, indices):
         """ returns a nicely formatted string of the timedelta since program starttime and occurrence and abs time"""
-        last_occur = self.get_time(trace, indices[-1])
+        last_occur = self.get_last_occurrence(trace, indices)
         if not last_occur:
             return ''
         last_occur_dt = timedelta(seconds=int(self.program_starttime - last_occur))
         return f', Last occurrence: {last_occur_dt} ({last_occur.strftime("%Y-%m-%d %H:%M:%S")})'
 
+    def get_last_occurrence(self, trace, indices):
+        return self.get_time(trace, indices[-1])
+
     def voltage_analysis(self, channel='VEI'):
         """ Analyse voltage channel for over/undervoltage """
         key = 'voltage'
@@ -501,7 +655,7 @@ class StationQC(object):
         undervolt = np.where(voltage < low_volt)[0]
 
         if len(overvolt) == 0 and len(undervolt) == 0:
-            self.status_ok(key, message=f'U={(voltage[-1])}V')
+            self.status_ok(key, detailed_message=f'U={(voltage[-1])}V')
             return
 
         n_overvolt = 0
@@ -511,14 +665,19 @@ class StationQC(object):
         if len(overvolt) > 0:
             # try calculate number of voltage peaks from gaps between indices
             n_overvolt = len(np.where(np.diff(overvolt) > 1)[0]) + 1
-            warn_message += f' {n_overvolt}x Voltage over {high_volt}V' \
+            detailed_message = warn_message + f' {n_overvolt}x Voltage over {high_volt}V' \
                                + self.get_last_occurrence_timestring(trace, overvolt)
+            self.warn(key, detailed_message=detailed_message, count=n_overvolt,
+                      last_occurrence=self.get_last_occurrence(trace, overvolt))
+
+
         if len(undervolt) > 0:
             # try calculate number of voltage peaks from gaps between indices
             n_undervolt = len(np.where(np.diff(undervolt) > 1)[0]) + 1
-            warn_message += f' {n_undervolt}x Voltage under {low_volt}V ' \
+            detailed_message = warn_message + f' {n_undervolt}x Voltage under {low_volt}V '\
                                + self.get_last_occurrence_timestring(trace, undervolt)
-        self.warn(key, detailed_message=warn_message, status_message='WARN ({})'.format(n_overvolt + n_undervolt))
+            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'):
         """ Analyse PowBox temperature output. """
@@ -547,14 +706,14 @@ class StationQC(object):
         t_check = np.where(temp > max_temp)[0]
         if len(t_check) > 0:
             self.warn(key=key,
-                      status_message=cur_temp,
                       detailed_message=f'Trace {trace.get_id()}: '
                                        f'Temperature over {max_temp}\N{DEGREE SIGN} at {trace.get_id()}!'
-                                       + 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))
         else:
             self.status_ok(key,
                            status_message=cur_temp,
-                           message=f'Average temperature of last {dt_t_str}: {av_temp_str}')
+                           detailed_message=f'Average temperature of last {dt_t_str}: {av_temp_str}')
 
     def pb_power_analysis(self, channel='EX2', pb_dict_key='pb_SOH2'):
         """ Analyse EX2 channel of PowBox """
@@ -604,22 +763,28 @@ class StationQC(object):
     def in_depth_voltage_check(self, trace, voltage_dict, soh_params, last_val):
         """ Associate values in voltage_dict to error messages specified in SOH_params and warn."""
         for volt_lvl, ind_array in voltage_dict.items():
-            if volt_lvl == 1: continue  # No need to do anything here
+            if volt_lvl == 1:
+                continue  # No need to do anything here
             if len(ind_array) > 0:
+                # get result from parameter dictionary for voltage level
                 result = soh_params.get(volt_lvl)
                 for key, message in result.items():
+                    # if result is OK, continue with next voltage level
                     if message == 'OK':
                         self.status_ok(key)
                         continue
+                    if volt_lvl > 1:
                         # try calculate number of voltage peaks from gaps between indices
                         n_occurrences = len(np.where(np.diff(ind_array) > 1)[0]) + 1
                         self.warn(key=key,
                                   detailed_message=f'Trace {trace.get_id()}: '
                                           f'Found {n_occurrences} occurrence(s) of {volt_lvl}V: {key}: {message}'
                                                    + self.get_last_occurrence_timestring(trace, ind_array),
-                              status_message='WARN ({})'.format(n_occurrences))
+                                  count=n_occurrences,
-                    if last_val != 1:
+                                  last_occurrence=self.get_last_occurrence(trace, ind_array))
-                        self.error(key, message=f'Last PowBox voltage state {last_val}V: {message}')
+                    # if last_val == current voltage (which is not 1) -> FAIL or last_val < 1: PBox no data
+                    if volt_lvl == last_val or (volt_lvl == -1 and last_val < 1):
+                        self.error(key, detailed_message=f'Last PowBox voltage state {last_val}V: {message}')
 
     def get_trace(self, stream, keys):
         if not type(keys) == list:
@@ -673,8 +838,7 @@ class StationQC(object):
             # try calculate number of occurences from gaps between indices
             n_occurrences = len(np.where(np.diff(under) > 1)[0]) + 1
             voltage_dict[-1] = under
-            self.warn(key='other',
+            self.status_other(detailed_message=f'Trace {trace.get_id()}: '
-                      detailed_message=f'Trace {trace.get_id()}: '
                               f'Voltage below {pb_ok}V in {len(under)} samples, {n_occurrences} time(s). '
                               f'Mean voltage: {np.mean(voltage):.2}'
                                        + self.get_last_occurrence_timestring(trace, under),
@@ -695,7 +859,7 @@ class StationQC(object):
             n_unclassified = len(unclassified_indices)
             max_uncl = self.parameters.get('THRESHOLDS').get('unclassified')
             if max_uncl and n_unclassified > max_uncl:
-                self.warn(key='other', detailed_message=f'Trace {trace.get_id()}: '
+                self.status_other(detailed_message=f'Trace {trace.get_id()}: '
                                                f'{n_unclassified}/{len(all_indices)} '
                                                f'unclassified voltage values in channel {trace.get_id()}',
                                   status_message=f'{channel}: {n_unclassified} uncl.')
@@ -707,6 +871,93 @@ class StationQC(object):
         return trace.stats.starttime + trace.stats.delta * index
 
 
+class Status(object):
+    def __init__(self, message='-', detailed_messages=None, count: int = 0, last_occurrence=None, show_count=True):
+        if detailed_messages is None:
+            detailed_messages = []
+        self.show_count = show_count
+        self.message = message
+        self.messages = [message]
+        self.detailed_messages = detailed_messages
+        self.count = count
+        self.last_occurrence = last_occurrence
+        self.is_warn = None
+        self.is_error = None
+        self.is_other = False
+
+    def set_warn(self):
+        self.is_warn = True
+
+    def set_error(self):
+        self.is_warn = False
+        self.is_error = True
+
+    def set_ok(self):
+        self.is_warn = False
+        self.is_error = False
+
+    def get_status_str(self):
+        message = self.message
+        if self.count > 1 and self.show_count:
+            message += f' ({self.count})'
+        detailed_message = ''
+
+        for index, dm in enumerate(self.detailed_messages):
+            if index > 0:
+                detailed_message += ' | '
+            detailed_message += dm
+
+        return message, detailed_message
+
+
+class StatusOK(Status):
+    def __init__(self, message='OK', detailed_messages=None):
+        super(StatusOK, self).__init__(message=message, detailed_messages=detailed_messages)
+        self.set_ok()
+
+
+class StatusWarn(Status):
+    def __init__(self, message='WARN', count=1, last_occurence=None, detailed_messages=None, show_count=False):
+        super(StatusWarn, self).__init__(message=message, count=count, last_occurrence=last_occurence,
+                                         detailed_messages=detailed_messages, show_count=show_count)
+        self.set_warn()
+
+
+class StatusError(Status):
+    def __init__(self, message='FAIL', count=1, last_occurence=None, detailed_messages=None, show_count=False):
+        super(StatusError, self).__init__(message=message, count=count, last_occurrence=last_occurence,
+                                          detailed_messages=detailed_messages, show_count=show_count)
+        self.set_error()
+
+    
+class StatusOther(Status):
+    def __init__(self, messages=None, count=1, last_occurence=None, detailed_messages=None):
+        super(StatusOther, self).__init__(count=count, last_occurrence=last_occurence,
+                                          detailed_messages=detailed_messages)
+        if messages is None:
+            messages = []
+        self.messages = messages
+        self.is_other = True
+    
+    def get_status_str(self):
+        if self.messages == []:
+            return '-'
+    
+        message = ''
+        for index, mes in enumerate(self.messages):
+            if index > 0:
+                message += ' | '
+            message += mes
+
+        detailed_message = ''
+        for index, dm in enumerate(self.detailed_messages):
+            if index > 0:
+                detailed_message += ' | '
+            detailed_message += dm
+
+        return message, detailed_message
+
+
 if __name__ == '__main__':
     parser = argparse.ArgumentParser(description='Call survBot')
     parser.add_argument('-html', dest='html_path', default=None, help='filepath for HTML output')

survBotGUI.py

@@ -130,10 +130,10 @@ class MainWindow(QtWidgets.QMainWindow):
         self.table.setRowCount(len(station_list))
         self.table.setHorizontalHeaderLabels(keys)
 
-        for index, st_id in enumerate(station_list):
+        for index, nwst_id in enumerate(station_list):
             item = QtWidgets.QTableWidgetItem()
-            item.setText(str(st_id.rstrip('.')))
+            item.setText(str(nwst_id.rstrip('.')))
-            item.setData(QtCore.Qt.UserRole, st_id)
+            item.setData(QtCore.Qt.UserRole, nwst_id)
             self.table.setVerticalHeaderItem(index, item)
 
         self.main_layout.addWidget(self.table)
@@ -180,38 +180,38 @@ class MainWindow(QtWidgets.QMainWindow):
         header_item = self.table.verticalHeaderItem(row_ind)
         if not header_item:
            return
-        st_id = header_item.data(QtCore.Qt.UserRole)
+        nwst_id = header_item.data(QtCore.Qt.UserRole)
 
         context_menu = QtWidgets.QMenu()
         read_sms = context_menu.addAction('Get last SMS')
         send_sms = context_menu.addAction('Send SMS')
         action = context_menu.exec_(self.mapToGlobal(self.last_mouse_loc))
         if action == read_sms:
-           self.read_sms(st_id)
+           self.read_sms(nwst_id)
         elif action == send_sms:
-           self.send_sms(st_id)
+           self.send_sms(nwst_id)
 
-    def read_sms(self, st_id):
+    def read_sms(self, nwst_id):
         """ Read recent SMS over rest_api using whereversim portal """
-        station = st_id.split('.')[1]
+        station = nwst_id.split('.')[1]
         iccid = get_station_iccid(station)
         if not iccid:
-            print('Could not find iccid for station', st_id)
+            print('Could not find iccid for station', nwst_id)
             return
         sms_widget = ReadSMSWidget(parent=self, iccid=iccid)
-        sms_widget.setWindowTitle(f'Recent SMS of station: {st_id}')
+        sms_widget.setWindowTitle(f'Recent SMS of station: {nwst_id}')
         if sms_widget.data:
             sms_widget.show()
         else:
             self.notification('No recent messages found.')
 
-    def send_sms(self, st_id):
+    def send_sms(self, nwst_id):
         """ Send SMS over rest_api using whereversim portal """
-        station = st_id.split('.')[1]
+        station = nwst_id.split('.')[1]
         iccid = get_station_iccid(station)
 
         sms_widget = SendSMSWidget(parent=self, iccid=iccid)
-        sms_widget.setWindowTitle(f'Send SMS to station: {st_id}')
+        sms_widget.setWindowTitle(f'Send SMS to station: {nwst_id}')
         sms_widget.show()
 
     def set_clear_on_refresh(self):
@@ -230,19 +230,19 @@ class MainWindow(QtWidgets.QMainWindow):
         self.fill_status_bar()
 
         for col_ind, check_key in enumerate(self.survBot.keys):
-            for row_ind, st_id in enumerate(self.survBot.station_list):
+            for row_ind, nwst_id in enumerate(self.survBot.station_list):
-                status_dict, detailed_dict = self.survBot.analysis_results.get(st_id)
+                status_dict = self.survBot.analysis_results.get(nwst_id)
                 status = status_dict.get(check_key)
-                detailed_message = detailed_dict.get(check_key)
+                message, detailed_message = status.get_status_str()
 
                 dt_thresh = [timedelta(seconds=sec) for sec in self.dt_thresh]
                 bg_color = get_bg_color(check_key, status, dt_thresh)
                 if check_key == 'temp':
-                    if not type(status) in [str]:
+                    if not type(message) in [str]:
-                        status = str(status) + deg_str
+                        message = str(message) + deg_str
 
                 # Continue if nothing changed
-                text = str(status)
+                text = str(message)
                 cur_item = self.table.item(row_ind, col_ind)
                 if cur_item and text == cur_item.text():
                     if not self.parameters.get('track_changes') or self.clear_on_refresh:
@@ -253,9 +253,9 @@ class MainWindow(QtWidgets.QMainWindow):
 
                 # Create new data item
                 item = QtWidgets.QTableWidgetItem()
-                item.setText(str(status))
+                item.setText(str(message))
                 item.setTextAlignment(QtCore.Qt.AlignCenter)
-                item.setData(QtCore.Qt.UserRole, (st_id, check_key))
+                item.setData(QtCore.Qt.UserRole, (nwst_id, check_key))
 
                 # if text changed (known from above) set highlight color/font else (new init) set to default
                 cur_item = self.table.item(row_ind, col_ind)
@@ -310,11 +310,11 @@ class MainWindow(QtWidgets.QMainWindow):
             vheader.setSectionResizeMode(index, QtWidgets.QHeaderView.Stretch)
 
     def plot_stream(self, item):
-        st_id, check = item.data(QtCore.Qt.UserRole)
+        nwst_id, check = item.data(QtCore.Qt.UserRole)
-        st = self.survBot.data.get(st_id)
+        st = self.survBot.data.get(nwst_id)
         if st:
             self.plot_widget = PlotWidget(self)
-            self.plot_widget.setWindowTitle(st_id)
+            self.plot_widget.setWindowTitle(nwst_id)
             st.plot(equal_scale=False, method='full', block=False, fig=self.plot_widget.canvas.fig)
             self.plot_widget.show()
 

utils.py

@@ -4,17 +4,18 @@
 import matplotlib
 
 def get_bg_color(check_key, status, dt_thresh=None, hex=False):
+    message = status.message
     if check_key == 'last active':
-        bg_color = get_time_delay_color(status, dt_thresh)
+        bg_color = get_time_delay_color(message, dt_thresh)
     elif check_key == 'temp':
-        bg_color = get_temp_color(status)
+        bg_color = get_temp_color(message)
     else:
-        statussplit = status.split(' ')
+        if status.is_warn:
-        if len(statussplit) > 1 and statussplit[0] == 'WARN':
+            bg_color = get_color('WARNX')(status.count)
-            x = int(status.split(' ')[-1].lstrip('(').rstrip(')'))
+        elif status.is_error:
-            bg_color = get_color('WARNX')(x)
+            bg_color = get_color('FAIL')
         else:
-            bg_color = get_color(status)
+            bg_color = get_color(message)
     if not bg_color:
         bg_color = get_color('undefined')
 
@@ -26,8 +27,8 @@ def get_color(key):
     # some GUI default colors
     colors_dict = {'FAIL': (255, 50, 0, 255),
                    'NO DATA': (255, 255, 125, 255),
-                   'WARN': (255, 255, 125, 255),
+                   'WARN': (255, 255, 80, 255),
-                   'WARNX': lambda x: (min([255, 200 + x ** 2]), 255, 125, 255),
+                   'WARNX': lambda x: (min([255, 200 + x ** 2]), 255, 80, 255),
                    'OK': (125, 255, 125, 255),
                    'undefined': (230, 230, 230, 255)}
     return colors_dict.get(key)

write_utils.py

@@ -10,6 +10,9 @@ def write_html_text(fobj, text):
 def write_html_header(fobj, refresh_rate=10):
     header = ['<!DOCTYPE html>',
               '<html>',
+              '<head>',
+              '<link rel="stylesheet" href="stylesheet.css">',
+              '</head>',
               f'<meta http-equiv="refresh" content="{refresh_rate}" >',
               '<meta charset="utf-8">',
               '<body>']
@@ -42,8 +45,8 @@ def write_html_row(fobj, items, html_key='td'):
         color = item.get('color')
         # check for black background of headers (shouldnt happen anymore)
         color = '#e6e6e6' if color == '#000000' else color
-        image_src = item.get('image_src')
+        hyperlink = item.get('hyperlink')
-        image_str = f'<a href="{image_src}">' if image_src else ''
+        image_str = f'<a href="{hyperlink}">' if hyperlink else ''
         fobj.write(2 * default_space + f'<{html_key} bgcolor="{color}" title="{tooltip}"> {image_str}'
                    + text + f'</{html_key}>\n')
     fobj.write(default_space + '</tr>\n')