def run(self):
"""Runs the script"""
# Convert the units to the desired ones
for meas in self.measurements:
unit = (self.config[self.analysisname].get(meas, {}).get(
"UnitConversion", None))
if unit:
self.data = convert_to_EngUnits(self.data, meas, unit)
# Plot all Measurements
self.basePlots = plot_all_measurements(
self.data,
self.config,
self.measurements[0],
self.analysisname,
do_not_plot=[self.measurements[0]],
)
self.PlotDict["All"] = self.basePlots
# Plot all special Plots:
# Histogram Plot
self.Histogram = dospecialPlots(
self.data, self.config, self.analysisname, "concatHistogram",
self.measurements, **self.config[self.analysisname].get(
"AuxOptions", {}).get("concatHistogram", {}))
if self.Histogram:
self.PlotDict["Histogram"] = self.Histogram
self.PlotDict["All"] = self.PlotDict["All"] + self.Histogram
# Whiskers Plot
self.WhiskerPlots = dospecialPlots(self.data, self.config,
self.analysisname, "BoxWhisker",
self.measurements)
if self.WhiskerPlots:
self.PlotDict["Whiskers"] = self.WhiskerPlots
self.PlotDict["All"] = self.PlotDict["All"] + self.WhiskerPlots
# Violin Plot
self.Violin = dospecialPlots(self.data, self.config, self.analysisname,
"Violin", self.measurements)
if self.Violin:
self.PlotDict["Violin"] = self.Violin
self.PlotDict["All"] = self.PlotDict["All"] + self.Violin
# Reconfig the plots to be sure
self.PlotDict["All"] = config_layout(
self.PlotDict["All"],
**self.config.get(self.analysisname, {}).get("Layout", {}))
return self.PlotDict
def run(self):
"""Runs the script"""
self.analysis()
# Convert the units to the desired ones
for meas in self.measurements:
unit = (self.config[self.analysisname].get(meas, {}).get(
"UnitConversion", None))
if unit:
self.data = convert_to_EngUnits(self.data, meas, unit)
# Plot all Measurements
self.basePlots = plot(
self.data,
self.config,
self.xaxis,
self.analysisname,
do_not_plot=[self.xaxis],
)
self.PlotDict["All"] = self.basePlots
# Plot all special Plots:
# Histogram Plot
self.Histogram = dospecialPlots(
self.data, self.config, self.analysisname, "Histogram",
self.measurements, **self.config[self.analysisname].get(
"AuxOptions", {}).get("singleHistogram", {}))
if self.Histogram:
self.PlotDict["Histogram"] = self.Histogram
self.PlotDict["All"] = self.PlotDict["All"] + self.Histogram
# Whiskers Plot
self.WhiskerPlots = dospecialPlots(self.data, self.config,
self.analysisname, "BoxWhisker",
self.measurements)
if self.WhiskerPlots:
self.PlotDict["Whiskers"] = self.WhiskerPlots
self.PlotDict["All"] = self.PlotDict["All"] + self.WhiskerPlots
return self.PlotDict
def run(self):
"""Runs the script"""
# Plot all Measurements
self.basePlots = plot_all_measurements(self.data, self.config, self.xaxis, self.name, do_not_plot = self.donts)
self.PlotDict["BasePlots"] = self.basePlots
self.PlotDict["All"] = self.basePlots
# Histogram Plot
self.Histogram = dospecialPlots(self.data, self.config, self.name, "concatHistogram", self.measurements,
**self.config[self.name].get("AuxOptions", {}).get("concatHistogram", {}))
if self.Histogram:
self.PlotDict["Histogram"] = self.Histogram
self.PlotDict["All"] = self.PlotDict["All"] + self.Histogram
# Whiskers Plot
self.WhiskerPlots = dospecialPlots(self.data, self.config, self.name, "BoxWhisker", self.measurements)
if self.WhiskerPlots:
self.PlotDict["Whiskers"] = self.WhiskerPlots
self.PlotDict["All"] = self.PlotDict["All"] + self.WhiskerPlots
# Violin Plot
self.Violin = dospecialPlots(self.data, self.config,self.name, "Violin", self.measurements)
if self.Violin:
self.PlotDict["Violin"] = self.Violin
self.PlotDict["All"] += self.Violin
# singleHist Plot
self.singleHist = dospecialPlots(self.data, self.config, self.name, "Histogram", self.measurements,
**self.config[self.name].get("AuxOptions", {}).get("singleHistogram", {}))
if self.singleHist:
self.PlotDict["singleHistogram"] = self.singleHist
self.PlotDict["All"] = self.PlotDict["All"] + self.singleHist
# Reconfig the plots to be sure
self.PlotDict["All"] = config_layout(self.PlotDict["All"], **self.config[self.name].get("Layout", {}))
return self.PlotDict
def run(self):
"""Runs the script"""
# Add the 1/c^2 data to the dataframes
for df in self.data["keys"]:
if "CV" in self.data[df]["data"]:
self.data[df]["data"].insert(
3, "1C2", 1 / self.data[df]["data"]["CV"].pow(2))
self.data[df]["units"].append("arb. units")
self.data[df]["measurements"].append("1C2")
elif "capacitance" in self.data[df]["data"]:
self.data[df]["data"].insert(
3, "1C2", 1 / self.data[df]["data"]["capacitance"].pow(2))
self.data[df]["units"].append("arb. units")
self.data[df]["measurements"].append("1C2")
# Add the measurement to the list
# Plot all Measurements
self.basePlots = plot_all_measurements(self.data,
self.config,
self.xaxis,
self.analysisName,
do_not_plot=self.donts)
#self.basePlots = applyPlotOptions(self.basePlots, {'Curve': {'color': "hv.Cycle('PiYG')"}})
self.PlotDict["BasePlots"] = self.basePlots
self.PlotDict["All"] = self.basePlots
# Add full depletion point to 1/c^2 curve
if self.config[self.analysisName].get("1C2", {}).get(
"DoFullDepletionCalculation", False):
try:
if self.basePlots.Overlay.CV_CURVES_hyphen_minus_Full_depletion.children:
c2plot = self.basePlots.Overlay.CV_CURVES_hyphen_minus_Full_depletion.opts(
clone=True)
else:
c2plot = self.basePlots.Curve.CV_CURVES_hyphen_minus_Full_depletion.opts(
clone=True)
fdestimation = self.find_full_depletion(
c2plot,
self.data,
self.config,
PlotLabel="Full depletion estimation")
self.PlotDict["All"] += fdestimation
self.PlotDict["BasePlots"] += fdestimation
except Exception as err:
self.log.warning(
"No full depletion calculation possible... Error: {}".
format(err))
# Whiskers Plot
self.WhiskerPlots = dospecialPlots(self.data, self.config,
self.analysisName, "BoxWhisker",
self.measurements)
if self.WhiskerPlots:
self.PlotDict["Whiskers"] = self.WhiskerPlots
self.PlotDict["All"] = self.PlotDict["All"] + self.WhiskerPlots
# Histogram Plot
self.HistogramPlots = dospecialPlots(self.data, self.config,
self.analysisName, "Histogram",
self.measurements)
if self.HistogramPlots:
self.PlotDict["Histogram"] = self.HistogramPlots
self.PlotDict["All"] = self.PlotDict["All"] + self.HistogramPlots
# Reconfig the plots to be sure
self.PlotDict["All"] = config_layout(
self.PlotDict["All"],
**self.config[self.analysisName].get("Layout", {}))
return self.PlotDict
def run(self):
"""Runs the script"""
# Convert the units to the desired ones
self.original_data = deepcopy(self.data) # Is needed for grading
for meas in self.measurements:
unit = (self.config[self.analysisName].get(meas, {}).get(
"UnitConversion", None))
if unit:
self.data = convert_to_EngUnits(self.data, meas, unit)
# Add the 1/c^2 data to the dataframes
for df in self.data["keys"]:
if "CV" in self.data[df]["data"]:
self.data[df]["data"].insert(
3, "1C2", 1 / self.data[df]["data"]["CV"].pow(2))
self.data[df]["units"].append("arb. units")
self.data[df]["measurements"].append("1C2")
elif "capacitance" in self.data[df]["data"]:
self.data[df]["data"].insert(
3, "1C2", 1 / self.data[df]["data"]["capacitance"].pow(2))
self.data[df]["units"].append("arb. units")
self.data[df]["measurements"].append("1C2")
# Add the measurement to the list
# Plot all Measurements
self.basePlots = plot_all_measurements(
self.data,
self.config,
self.xaxis,
self.analysisName,
do_not_plot=self.donts,
)
# self.basePlots = applyPlotOptions(self.basePlots, {'Curve': {'color': "hv.Cycle('PiYG')"}})
self.PlotDict["BasePlots"] = self.basePlots
self.PlotDict["All"] = self.basePlots
# Add full depletion point to 1/c^2 curve
if (self.config[self.analysisName].get("1C2", {}).get(
"DoFullDepletionCalculation", False)):
try:
if (self.basePlots.Overlay.
CV_CURVES_hyphen_minus_Full_depletion.children):
c2plot = self.basePlots.Overlay.CV_CURVES_hyphen_minus_Full_depletion.opts(
clone=True)
else:
c2plot = self.basePlots.Curve.CV_CURVES_hyphen_minus_Full_depletion.opts(
clone=True)
fdestimation = self.find_full_depletion(
c2plot,
self.data,
self.config,
PlotLabel="Full depletion estimation",
)
self.PlotDict["All"] += fdestimation
self.PlotDict["BasePlots"] += fdestimation
except Exception as err:
self.log.warning(
"No full depletion calculation possible... Error: {}".
format(err))
# Whiskers Plot
self.WhiskerPlots = dospecialPlots(self.data, self.config,
self.analysisName, "BoxWhisker",
self.measurements)
if self.WhiskerPlots:
self.PlotDict["Whiskers"] = self.WhiskerPlots
self.PlotDict["All"] = self.PlotDict["All"] + self.WhiskerPlots
# Histogram Plot
self.HistogramPlots = dospecialPlots(self.data, self.config,
self.analysisName, "Histogram",
self.measurements)
if self.HistogramPlots:
self.PlotDict["Histogram"] = self.HistogramPlots
self.PlotDict["All"] = self.PlotDict["All"] + self.HistogramPlots
# Reconfig the plots to be sure
self.PlotDict["All"] = config_layout(
self.PlotDict["All"],
**self.config[self.analysisName].get("Layout", {}))
self.PlotDict["data"] = self.data
# Grade the sensor
try:
self.grade_Sensor()
except:
self.log.critical(
"Some error happend while evaluating grade of sensor. This can happen!",
exc_info=True)
return self.PlotDict