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4 Commits
00d2d0119c
...
f41f24f626
Author | SHA1 | Date | |
---|---|---|---|
f41f24f626 | |||
c621b31f6e | |||
20b586f96b | |||
08b12aeb9d |
@ -8,7 +8,8 @@ networks_blacklist: [] # exclude these networks
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interval: 60 # Perform checks every x seconds
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n_track: 360 # wait n_track * intervals before performing an action (i.e. send mail/end highlight status)
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timespan: 3 # Check data of the recent x days
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verbosity: 0 # verbosity flag
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verbosity: 0 # verbosity flag for program console output (not logging)
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logging_level: WARN # set logging level (info, warning, debug)
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track_changes: True # tracks all changes since GUI startup by text highlighting (GUI only)
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warn_count: False # show number of warnings and errors in table
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min_sample: 5 # minimum samples for raising Warn/FAIL
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@ -55,6 +56,7 @@ THRESHOLDS:
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# For each channel a factor 'unit' for unit conversion (e.g. to SI) can be provided, as well as a 'name'
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# and 'ticks' [ymin, ymax, ystep] for plotting.
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# 'warn' and 'fail' plot horizontal lines in corresponding colors (can be str in TRESHOLDS, int/float or iterable)
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# keyword "pb_SOH2" or "pb_SOH3" can be used to extract warning values from above POWBOX parameter definition
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#
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# 'transform' can be provided for plotting to perform arithmetic operations in given order, e.g.:
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# transform: - ["*", 20]
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@ -73,12 +75,12 @@ CHANNELS:
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unit: 1e-6
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name: "PowBox 230V/12V (V)"
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ticks: [0, 5, 1]
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warn: [2, 3, 4, 4.5, 5]
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warn: "pb_SOH2"
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EX3:
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unit: 1e-6
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name: "PowBox Router/Charger (V)"
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ticks: [0, 5, 1]
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warn: [2, 2.5, 3, 4, 5]
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warn: "pb_SOH3"
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VEI:
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unit: 1e-3
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name: "Datalogger (V)"
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@ -121,6 +123,7 @@ add_links:
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# for example: slmon: {"URL": "path/{nw}_{st}.html", "text": "link"}
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slmon: {"URL": "../slmon/{nw}_{st}.html", "text": "show"}
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24h-plot: {"URL": "../scheli/{nw}/{st}.png", "text": "plot"}
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ppsd: {"URL": "../ppsd/{nw}.{st}.html", "text": "show"}
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# add station-independent links below html table (list items separated with -)
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add_global_links:
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166
survBot.py
166
survBot.py
@ -7,6 +7,7 @@ __author__ = 'Marcel Paffrath'
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import os
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import io
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import copy
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import logging
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import traceback
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import yaml
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import argparse
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@ -31,27 +32,47 @@ try:
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mail_functionality = True
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except ImportError:
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print('Could not import smtplib or mail. Disabled sending mails.')
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logging.warning('Could not import smtplib or mail. Disabled sending mails.')
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mail_functionality = False
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pjoin = os.path.join
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UP = "\x1B[{length}A"
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CLR = "\x1B[0K"
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deg_str = '\N{DEGREE SIGN}C'
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DEG_STR = '\N{DEGREE SIGN}C'
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def read_yaml(file_path, n_read=3):
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def read_yaml(file_path: str, n_read: int = 3) -> dict:
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for index in range(n_read):
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try:
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with open(file_path, "r") as f:
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params = yaml.safe_load(f)
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set_logging_level(params)
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except Exception as e:
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print(f'Could not read parameters file: {e}.\nWill try again {n_read - index - 1} time(s).')
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logging.warning(f'Could not read parameters file: {e}.\nWill try again {n_read - index - 1} time(s).')
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time.sleep(10)
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continue
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return params
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def set_logging_level(params: dict) -> None:
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logging_levels = {'info': logging.INFO,
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'warning': logging.WARNING,
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'warn': logging.WARNING,
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'debug': logging.DEBUG,
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'error': logging.ERROR,
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'critical': logging.CRITICAL}
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logging_level_str = params.get('logging_level')
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if not logging_level_str:
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logging.warning('Could not set logging level. Parameter not set')
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return
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if not isinstance(logging_level_str, str):
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logging.warning(
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f'Could not set logging level. Parameter logging_level = {logging_level_str} could not be interpreted.')
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return
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logging_level = logging_levels.get(logging_level_str.lower())
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logging.basicConfig(level=logging_level)
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def nsl_from_id(nwst_id):
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nwst_id = get_full_seed_id(nwst_id)
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network, station, location = nwst_id.split('.')
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@ -115,7 +136,6 @@ class SurveillanceBot(object):
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self.parameters['channels'] = channels
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self.reread_parameters = self.parameters.get('reread_parameters')
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self.dt_thresh = [int(val) for val in self.parameters.get('dt_thresh')]
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self.verbosity = self.parameters.get('verbosity')
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self.stations_blacklist = self.parameters.get('stations_blacklist')
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self.networks_blacklist = self.parameters.get('networks_blacklist')
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self.refresh_period = self.parameters.get('interval')
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@ -196,8 +216,7 @@ class SurveillanceBot(object):
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for filename in self.filenames:
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# if file already read and last modification time is the same as of last read operation: continue
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if self.filenames_read_last_modif.get(filename) == os.path.getmtime(filename):
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if self.verbosity > 0:
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print('Continue on file', filename)
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logging.info(f'Continue on file {filename}')
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continue
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try:
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# read only header of wf_data
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@ -207,7 +226,7 @@ class SurveillanceBot(object):
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st_new = read(filename, dtype=float)
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self.filenames_read_last_modif[filename] = os.path.getmtime(filename)
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except Exception as e:
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print(f'Could not read file {filename}:', e)
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logging.warning(f'Could not read file {filename}: {e}')
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continue
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self.dataStream += st_new
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self.gaps = self.dataStream.get_gaps(min_gap=self.parameters['THRESHOLDS'].get('min_gap'))
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@ -234,8 +253,7 @@ class SurveillanceBot(object):
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if stream:
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nsl = nsl_from_id(nwst_id)
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station_qc = StationQC(self, stream, nsl, self.parameters, self.keys, qc_starttime,
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self.verbosity, print_func=self.print,
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status_track=self.status_track.get(nwst_id))
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print_func=self.print, status_track=self.status_track.get(nwst_id))
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analysis_print_result = station_qc.return_print_analysis()
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station_dict = station_qc.return_analysis()
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else:
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@ -382,19 +400,19 @@ class SurveillanceBot(object):
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st = self.data.get(get_full_seed_id(nwst_id))
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if st:
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# TODO: this section failed once, adding try-except block for analysis and to prevent program from crashing
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try:
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endtime = UTCDateTime()
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starttime = endtime - self.parameters.get('timespan') * 24 * 3600
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st = modify_stream_for_plot(st, parameters=self.parameters)
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st.plot(fig=fig, show=False, draw=False, block=False, equal_scale=False, method='full',
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starttime=starttime, endtime=endtime)
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# set_axis_ylabels(fig, self.parameters, self.verbosity)
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set_axis_yticks(fig, self.parameters, self.verbosity)
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set_axis_color(fig)
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plot_axis_thresholds(fig, self.parameters, self.verbosity)
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except Exception as e:
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print(f'Could not generate plot for {nwst_id}:')
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print(traceback.format_exc())
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#try:
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endtime = UTCDateTime()
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starttime = endtime - self.parameters.get('timespan') * 24 * 3600
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st = modify_stream_for_plot(st, parameters=self.parameters)
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st.plot(fig=fig, show=False, draw=False, block=False, equal_scale=False, method='full',
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starttime=starttime, endtime=endtime)
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# set_axis_ylabels(fig, self.parameters)
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set_axis_yticks(fig, self.parameters)
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set_axis_color(fig)
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plot_axis_thresholds(fig, self.parameters)
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# except Exception as e:
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# logging.error(f'Could not generate plot for {nwst_id}: {e}')
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# logging.debug(traceback.format_exc())
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if len(fig.axes) > 0:
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ax = fig.axes[0]
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ax.set_title(f'Plot refreshed at (UTC) {UTCDateTime.now().strftime("%Y-%m-%d %H:%M:%S")}. '
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@ -402,7 +420,10 @@ class SurveillanceBot(object):
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for ax in fig.axes:
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ax.grid(True, alpha=0.1)
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for fnout in fnames_out:
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fig.savefig(fnout, dpi=150., bbox_inches='tight')
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try:
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fig.savefig(fnout, dpi=150., bbox_inches='tight')
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except IOError as e:
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logging.warning('Could not save figure with IO error. Disk quota exceeded?\nError message: {e}')
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# if needed save figure as virtual object (e.g. for mailing)
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if save_bytes:
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fnames_out[-1].seek(0)
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@ -458,7 +479,7 @@ class SurveillanceBot(object):
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# add degree sign for temp
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if check_key == 'temp':
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if not type(message) in [str]:
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message = str(message) + deg_str
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message = str(message) + DEG_STR
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html_class = self.get_html_class(hide_keys_mobile, status=status, check_key=check_key)
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item = dict(text=str(message), tooltip=str(detailed_message), color=bg_color,
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@ -515,17 +536,16 @@ class SurveillanceBot(object):
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# write footer with optional logo
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logo_file = self.parameters.get('html_logo')
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if not os.path.isfile(pjoin(self.outpath_html, logo_file)):
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print(f'Specified file {logo_file} not found.')
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logging.info(f'Specified file {logo_file} not found.')
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logo_file = None
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outfile.write(html_footer(footer_logo=logo_file))
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except Exception as e:
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print(f'Could not write HTML table to {fnout}:')
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print(traceback.format_exc())
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logging.info(f'Could not write HTML table to {fnout}:')
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logging.debug(traceback.format_exc())
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if self.verbosity:
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print(f'Wrote html table to {fnout}')
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logging.info(f'Wrote html table to {fnout}')
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def update_status_message(self):
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timespan = timedelta(seconds=int(self.parameters.get('timespan') * 24 * 3600))
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@ -540,7 +560,6 @@ class SurveillanceBot(object):
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string.replace('\n', clear_end)
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print(string, end=clear_end, **kwargs)
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self.print_count += n_nl + 1 # number of newlines + actual print with end='\n' (no check for kwargs end!)
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# print('pc:', self.print_count)
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def clear_prints(self):
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print(UP.format(length=self.print_count), end='')
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@ -548,7 +567,7 @@ class SurveillanceBot(object):
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class StationQC(object):
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def __init__(self, parent, stream, nsl, parameters, keys, starttime, verbosity, print_func, status_track=None):
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def __init__(self, parent, stream, nsl, parameters, keys, starttime, print_func, status_track=None):
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"""
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Station Quality Check class.
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:param nsl: dictionary containing network, station and location (key: str)
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@ -565,7 +584,6 @@ class StationQC(object):
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# make a copy of parameters object to prevent accidental changes
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self.parameters = copy.deepcopy(parameters)
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self.program_starttime = starttime
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self.verbosity = verbosity
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self.last_active = False
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self.print = print_func
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@ -598,8 +616,7 @@ class StationQC(object):
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current_status = self.status_dict.get(key)
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# change this to something more useful, SMS/EMAIL/PUSH
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if self.verbosity:
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self.print(f'{UTCDateTime()}: {detailed_message}', flush=False)
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logging.info(f'{UTCDateTime()}: {detailed_message}')
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# if error, do not overwrite with warning
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if current_status.is_error:
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@ -638,8 +655,7 @@ class StationQC(object):
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if self.status_track.get(key) and not self.status_track.get(key)[-1]:
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self.parent.write_html_figure(self.nwst_id, save_bytes=True)
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if self.verbosity:
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self.print(f'{UTCDateTime()}: {detailed_message}', flush=False)
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logging.info(f'{UTCDateTime()}: {detailed_message}')
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# do not send error mail if this is the first run (e.g. program startup) or state was already error (unchanged)
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if self.search_previous_errors(key) is True:
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@ -671,7 +687,7 @@ class StationQC(object):
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# simulate an error specified in json file (dictionary: {nwst_id: key} )
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if self._simulated_error_check(key) is True:
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print(f'Simulating Error on {self.nwst_id}, {key}')
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logging.info(f'Simulating Error on {self.nwst_id}, {key}')
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return True
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previous_errors = self.status_track.get(key)
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@ -696,26 +712,22 @@ class StationQC(object):
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def send_mail(self, key, status_type, additional_message=''):
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""" Send info mail using parameters specified in parameters file """
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if not mail_functionality:
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if self.verbosity:
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print('Mail functionality disabled. Return')
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logging.info('Mail functionality disabled. Return')
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return
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mail_params = self.parameters.get('EMAIL')
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if not mail_params:
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if self.verbosity:
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print('parameter "EMAIL" not set in parameter file. Return')
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logging.info('parameter "EMAIL" not set in parameter file. Return')
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return
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stations_blacklist = mail_params.get('stations_blacklist')
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if stations_blacklist and self.station in stations_blacklist:
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if self.verbosity:
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print(f'Station {self.station} listed in blacklist. Return')
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logging.info(f'Station {self.station} listed in blacklist. Return')
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return
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networks_blacklist = mail_params.get('networks_blacklist')
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if networks_blacklist and self.network in networks_blacklist:
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if self.verbosity:
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print(f'Station {self.station} of network {self.network} listed in blacklist. Return')
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logging.info(f'Station {self.station} of network {self.network} listed in blacklist. Return')
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return
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sender = mail_params.get('sender')
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@ -726,8 +738,7 @@ class StationQC(object):
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addresses = addresses[:] + list(add_addresses)
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server = mail_params.get('mailserver')
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if not sender or not addresses:
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if self.verbosity:
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print('Mail sender or addresses not (correctly) defined. Return')
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logging.info('Mail sender or addresses not (correctly) defined. Return')
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return
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dt = self.get_dt_for_action()
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text = f'{key}: Status {status_type} longer than {dt}: ' + additional_message
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@ -790,20 +801,16 @@ class StationQC(object):
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yield address
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# file not existing
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except FileNotFoundError as e:
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if self.verbosity:
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print(e)
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logging.warning(e)
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# no dictionary
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except AttributeError as e:
|
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if self.verbosity:
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print(f'Could not read dictionary from file {eml_filename}: {e}')
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logging.warning(f'Could not read dictionary from file {eml_filename}: {e}')
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# other exceptions
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except Exception as e:
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if self.verbosity:
|
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print(f'Could not open file {eml_filename}: {e}')
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logging.warning(f'Could not open file {eml_filename}: {e}')
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# no file specified
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else:
|
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if self.verbosity:
|
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print('No external mail list set.')
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logging.info('No external mail list set.')
|
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return []
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@ -877,9 +884,8 @@ class StationQC(object):
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timespan = self.parameters.get('timespan') * 24 * 3600
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self.analysis_starttime = self.program_starttime - timespan
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if self.verbosity > 0:
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self.print(150 * '#')
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self.print('This is StationQT. Calculating quality for station'
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logging.info(150 * '#')
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logging.info('This is StationQC. Calculating quality for station'
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' {network}.{station}.{location}'.format(**self.nsl))
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self.voltage_analysis()
|
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self.pb_temp_analysis()
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@ -907,7 +913,7 @@ class StationQC(object):
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if key == 'last active':
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items.append(fancy_timestr(message))
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elif key == 'temp':
|
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items.append(str(message) + deg_str)
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items.append(str(message) + DEG_STR)
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else:
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items.append(str(message))
|
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return items
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@ -946,9 +952,8 @@ class StationQC(object):
|
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clock_quality_warn_level = self.parameters.get('THRESHOLDS').get('clockquality_warn')
|
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clock_quality_fail_level = self.parameters.get('THRESHOLDS').get('clockquality_fail')
|
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|
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if self.verbosity > 1:
|
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self.print(40 * '-')
|
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self.print('Performing Clock Quality check', flush=False)
|
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logging.info(40 * '-')
|
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logging.info('Performing Clock Quality check')
|
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|
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clockQuality_warn = np.where(clock_quality < clock_quality_warn_level)[0]
|
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clockQuality_fail = np.where(clock_quality < clock_quality_fail_level)[0]
|
||||
@ -992,9 +997,8 @@ class StationQC(object):
|
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low_volt = self.parameters.get('THRESHOLDS').get('low_volt')
|
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high_volt = self.parameters.get('THRESHOLDS').get('high_volt')
|
||||
|
||||
if self.verbosity > 1:
|
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self.print(40 * '-')
|
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self.print('Performing Voltage check', flush=False)
|
||||
logging.info(40 * '-')
|
||||
logging.info('Performing Voltage check')
|
||||
|
||||
overvolt = np.where(voltage > high_volt)[0]
|
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undervolt = np.where(voltage < low_volt)[0]
|
||||
@ -1033,17 +1037,16 @@ class StationQC(object):
|
||||
# average temp
|
||||
timespan = min([self.parameters.get('timespan') * 24 * 3600, int(len(temp) / trace.stats.sampling_rate)])
|
||||
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_t_str = str(timedelta(seconds=int(timespan))).replace(', 0:00:00', '')
|
||||
# current temp
|
||||
cur_temp = round(temp[-1], 1)
|
||||
if self.verbosity > 1:
|
||||
self.print(40 * '-')
|
||||
self.print('Performing PowBox temperature check (EX1)', flush=False)
|
||||
self.print(f'Average temperature at {np.nanmean(temp)}\N{DEGREE SIGN}', flush=False)
|
||||
self.print(f'Peak temperature at {max(temp)}\N{DEGREE SIGN}', flush=False)
|
||||
self.print(f'Min temperature at {min(temp)}\N{DEGREE SIGN}', flush=False)
|
||||
logging.info(40 * '-')
|
||||
logging.info('Performing PowBox temperature check (EX1)')
|
||||
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')
|
||||
t_check = np.where(temp > max_temp)[0]
|
||||
if len(t_check) > 0:
|
||||
@ -1098,10 +1101,9 @@ class StationQC(object):
|
||||
self.error(key=key,
|
||||
detailed_message=f'Fail status for mass centering. Highest val (abs) {common_highest_val}V',)
|
||||
|
||||
if self.verbosity > 1:
|
||||
self.print(40 * '-')
|
||||
self.print('Performing mass position check', flush=False)
|
||||
self.print(f'Average mass position at {common_highest_val}', flush=False)
|
||||
logging.info(40 * '-')
|
||||
logging.info('Performing mass position check')
|
||||
logging.info(f'Average mass position at {common_highest_val}')
|
||||
|
||||
def pb_power_analysis(self, channel='EX2', pb_dict_key='pb_SOH2'):
|
||||
""" Analyse EX2 channel of PowBox """
|
||||
@ -1112,9 +1114,8 @@ class StationQC(object):
|
||||
return
|
||||
|
||||
voltage = trace.data * self.get_unit_factor(channel)
|
||||
if self.verbosity > 1:
|
||||
self.print(40 * '-')
|
||||
self.print('Performing PowBox 12V/230V check (EX2)', flush=False)
|
||||
logging.info(40 * '-')
|
||||
logging.info('Performing PowBox 12V/230V check (EX2)')
|
||||
voltage_check, voltage_dict, last_val = self.pb_voltage_ok(trace, voltage, pb_dict_key, channel=channel)
|
||||
|
||||
if voltage_check:
|
||||
@ -1135,9 +1136,8 @@ class StationQC(object):
|
||||
return
|
||||
|
||||
voltage = trace.data * self.get_unit_factor(channel)
|
||||
if self.verbosity > 1:
|
||||
self.print(40 * '-')
|
||||
self.print('Performing PowBox Router/Charger check (EX3)', flush=False)
|
||||
logging.info(40 * '-')
|
||||
logging.info('Performing PowBox Router/Charger check (EX3)')
|
||||
voltage_check, voltage_dict, last_val = self.pb_voltage_ok(trace, voltage, pb_dict_key, channel=channel)
|
||||
|
||||
if voltage_check:
|
||||
|
@ -11,6 +11,8 @@ import os
|
||||
import sys
|
||||
import traceback
|
||||
|
||||
import logging
|
||||
|
||||
try:
|
||||
from PySide2 import QtGui, QtCore, QtWidgets
|
||||
except ImportError:
|
||||
@ -41,7 +43,7 @@ try:
|
||||
from rest_api.rest_api_utils import get_last_messages, send_message, get_default_params
|
||||
sms_funcs = True
|
||||
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
|
||||
|
||||
deg_str = '\N{DEGREE SIGN}C'
|
||||
@ -54,10 +56,9 @@ class Thread(QtCore.QThread):
|
||||
"""
|
||||
update = QtCore.Signal()
|
||||
|
||||
def __init__(self, parent, runnable, verbosity=0):
|
||||
def __init__(self, parent, runnable):
|
||||
super(Thread, self).__init__(parent=parent)
|
||||
self.setParent(parent)
|
||||
self.verbosity = verbosity
|
||||
self.runnable = runnable
|
||||
self.is_active = True
|
||||
|
||||
@ -69,11 +70,10 @@ class Thread(QtCore.QThread):
|
||||
self.update.emit()
|
||||
except Exception as e:
|
||||
self.is_active = False
|
||||
print(e)
|
||||
print(traceback.format_exc())
|
||||
logging.error(e)
|
||||
logging.debug(traceback.format_exc())
|
||||
finally:
|
||||
if self.verbosity > 0:
|
||||
print(f'Time for Thread execution: {UTCDateTime() - t0}')
|
||||
logging.info(f'Time for Thread execution: {UTCDateTime() - t0}')
|
||||
|
||||
|
||||
class MainWindow(QtWidgets.QMainWindow):
|
||||
@ -195,7 +195,7 @@ class MainWindow(QtWidgets.QMainWindow):
|
||||
station = nwst_id.split('.')[1]
|
||||
iccid = get_station_iccid(station)
|
||||
if not iccid:
|
||||
print('Could not find iccid for station', nwst_id)
|
||||
logging.info(f'Could not find iccid for station: {nwst_id}')
|
||||
return
|
||||
sms_widget = ReadSMSWidget(parent=self, iccid=iccid)
|
||||
sms_widget.setWindowTitle(f'Recent SMS of station: {nwst_id}')
|
||||
|
45
utils.py
45
utils.py
@ -1,6 +1,8 @@
|
||||
#!/usr/bin/env python
|
||||
# -*- coding: utf-8 -*-
|
||||
|
||||
import logging
|
||||
|
||||
import matplotlib
|
||||
import numpy as np
|
||||
|
||||
@ -170,7 +172,7 @@ def transform_trace(data, transf):
|
||||
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.
|
||||
"""
|
||||
@ -178,8 +180,7 @@ def set_axis_ylabels(fig, parameters, verbosity=0):
|
||||
if not names: # or not len(st.traces):
|
||||
return
|
||||
if not len(names) == len(fig.axes):
|
||||
if verbosity:
|
||||
print('Mismatch in axis and label lengths. Not adding plot labels')
|
||||
logging.info('Mismatch in axis and label lengths. Not adding plot labels')
|
||||
return
|
||||
for channel_name, ax in zip(names, fig.axes):
|
||||
if channel_name:
|
||||
@ -195,7 +196,7 @@ def set_axis_color(fig, color='0.8'):
|
||||
ax.spines[key].set_color(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.
|
||||
"""
|
||||
@ -203,8 +204,7 @@ def set_axis_yticks(fig, parameters, verbosity=0):
|
||||
if not ticks:
|
||||
return
|
||||
if not len(ticks) == len(fig.axes):
|
||||
if verbosity:
|
||||
print('Mismatch in axis tick and label lengths. Not changing plot ticks.')
|
||||
logging.info('Mismatch in axis tick and label lengths. Not changing plot ticks.')
|
||||
return
|
||||
for ytick_tripple, ax in zip(ticks, fig.axes):
|
||||
if not ytick_tripple:
|
||||
@ -216,12 +216,11 @@ def set_axis_yticks(fig, parameters, verbosity=0):
|
||||
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.
|
||||
"""
|
||||
if verbosity > 0:
|
||||
print('Plotting trace thresholds')
|
||||
logging.info('Plotting trace thresholds')
|
||||
|
||||
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)}
|
||||
@ -235,6 +234,10 @@ def plot_axis_thresholds(fig, parameters, verbosity=0):
|
||||
|
||||
def plot_threshold_lines(fig, channel_threshold_list, parameters, **kwargs):
|
||||
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:
|
||||
continue
|
||||
|
||||
@ -244,5 +247,27 @@ def plot_threshold_lines(fig, channel_threshold_list, parameters, **kwargs):
|
||||
for warn_thresh in channel_thresholds:
|
||||
if isinstance(warn_thresh, str):
|
||||
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)
|
||||
|
||||
|
||||
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):
|
||||
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='0.8', fontsize='xx-small',
|
||||
horizontalalignment='right')
|
||||
|
Loading…
Reference in New Issue
Block a user