Class containing experimental functions. More...

#include <Experimental.h>

Inheritance diagram for Experimental:

Collaboration diagram for Experimental:

Public Member Functions
void	DerivativeAll ()
	Derivative of all waveforms.

	Experimental (int no_of_bin_files_to_read)
	Initializer will call initializer of ReadRun class.

void	RebinAll (int=2, float=0, unsigned long=0)
	Rebin the data to test bandwidth effects. Will combine an integer number of bins into a new, wider bin and divide the new bin content by the integer number to preserve the shape and integral.

Public Member Functions inherited from ReadRun
TH1F *	BaselineCorrectionResults (int, int, float=-5, float=5, int=200)
	Histograms of the contents of baseline_correction_result.

void	ChargeCorrelation (float, float, float, float, float, float, int, int, int, bool=false)
	Plot correlation of integrals/amplitudes between two channels.

float *	ChargeList (int, float=20, float=80, float=0, float=300, bool=1)
	Returns array with the individual "charge"/amplitude for all events of one channel.

TH1F *	ChargeSpectrum (int, float, float, float=0, float=300, float=-50, float=600, int=750)
	Histogram of the "charge" spectrum for one channel.

int	CheckBoundsX (int)
	Check if index exists in time of waveforms.

void	CorrectBaseline (float, float=-999)
	Baseline correction constant window.

void	CorrectBaseline_function (vector< float > &, float, float, int)
	Helper function called by CorrectBaseline()

void	CorrectBaselineMin (int=100, double=0.5, int=0, int=0, int=2)
	Baseline correction using minimum sum ( \(\propto\) mean) in range for correction.

void	CorrectBaselineMin (vector< float >, double, int, int)
	Wrapper for backwards compatibility.

void	CorrectBaselineMin (vector< float >, double=0, int=2)
	Baseline correction using minimum sum ( \(\propto\) mean) in range for correction.

void	CorrectBaselineMinSlopeRMS (int=100, bool=false, double=0.5, int=0, int=0, int=2)
	Baseline correction method searching for non-monotonic, rather constant regions.

void	CorrectBaselineMinSlopeRMS (vector< float >, double, int, int)
	Wrapper for backwards compatibility.

void	CorrectBaselineMinSlopeRMS (vector< float >, double=0, int=2)
	Baseline correction method searching for non-monotonic, rather constant regions.

void	FilterAll (double=.3, double=.9, double=.2)
	Filter all waveforms.

int	GetChannelIndex (int)
	Match channel number (wavecatcher input channel) to channel index.

virtual int	GetCurrentChannel (int)
	Get the current channel index for a certain waveform index.

virtual int	GetCurrentEvent (int)
	Get the current event index for a certain waveform index.

int	GetEventIndex (unsigned int)
	Returns index of a certain event number (if data files are read in parallel threads)

array< int, 3 >	GetIntWindow (const vector< float > &, float, float, float, float, int=0)
	Determine indices for integration window for peaks.

array< int, 3 >	GetIntWindow (const vector< float > &, int, int, int, int, int=0)
	Determine indices for integration window for peaks with bin indices.

array< int, 3 >	GetIntWindow (TH1F *, float, float, float, float, int=0)
	Determine indices for integration window for peaks.

float	GetPeakIntegral (const vector< float > &, float, float, float, float, int=0)
	Calculate the integral around a peak with several options explained in GetIntWindow().

float	GetPeakIntegral (TH1F *, float, float, float, float, int=0)
	Calculate the integral around a peak with several options explained in GetIntWindow().

void	GetTimingCFD (float=.3, float=100, float=140, double=0., bool=true, int=2, bool=false, bool=false)
	Determine the timing of the maximum peak with constant fraction discrimination.

virtual int	GetWaveformIndex (int, int)
	Returns index of a certain event number (if data files are read in parallel threads)

TH1F *	Getwf (int)
	Helper that returns the waveform histogram for a certain waveform number number.

virtual TH1F *	Getwf (int, int, int=1)
	Helper that returns the waveform histogram for a certain channel number and a certain event number.

template<typename T >
T *	getx (double shift=0.)
	Get array of x axis (time of the bin centers) for standard wavecatcher settings.

double *	gety (int)
	Get array of y values for a certain waveform.

double *	gety (int, int)
	Get array of y values for a certain waveform.

TH1F *	His_GetTimingCFD (int, float, float, int=-999)
	Plot results of GetTimingCFD()

TH1F *	His_GetTimingCFD_diff (vector< int >, vector< int >, float, float, int=-999)
	Plot timing difference between the mean timings of two channel ranges.

float	IndexToTime (int)
	Convert the bin number of the waveform to the time of the left bin edge

void	IntegralFilter (vector< float >, vector< bool >, float, float, float=50, float=250, bool=false, bool=false)
	Skip events with threshold on integral.

TGraph2D *	MaxDist (int, float=0, float=300)
	Finds maximum amplitude for a given channel in time window ["from", "to"] and creates 3d map of waveforms ordered by maxima on z axis.

virtual int	Nevents_good (int=0)
	Number of good events that are not skipped.

bool	PlotChannel (int)
	Check if a channel index should be plotted according to ReadRun::plot_active_channels.

void	PlotChannelAverages (bool=false)
	Plot averages only of the good, corrected waveforms for each channel.

void	PlotChannelSums (bool=false, bool=false, double=0., double=0., int=2)
	Plot sums of all raw waveforms for each channel.

void	PlotWFHeatmaps (float=-20, float=200, int=880, string="", float=0, EColorPalette=kRainBow)
	Plot stacks of all non-skipped waveforms for all active channels.

vector< bool >	PolarityMap (bool, int)
	Channel map of polarity changes during reading. For parameters see ReadFile().

void	Print_GetTimingCFD (float=100, float=140, int=0, int=-999, string="S", bool=true)
	Plot results of GetTimingCFD()

void	Print_GetTimingCFD_diff (vector< int >, vector< int >, float=100, float=140, int=0, int=-999, float=-999, float=-999, string="RS", bool=true)
	Plot timing difference between the mean timings of two channel ranges.

void	PrintBaselineCorrectionResults (float=-5, float=5, int=200)
	Print histogram of the baseline correction values for all channels.

void	PrintChargeSpectrum (float, float, float=0, float=300, float=-50, float=600, int=750, float=0., float=0., int=99, int=0, bool=false)
	Plots the "charge" spectrums of all channels.

void	PrintChargeSpectrumWF (float, float, float=0, float=300, int=1, float=0., float=0., float=0., float=0.)
	Plot waveforms of all channels for a given event number and add the determined integration windows to the plot.

void	PrintDCR (float=15, float=85, float=0, float=300, double=3)
	Calculate (SiPM) dark count rate.

void	PrintMaxDist (float=0, float=300)
	Finds maximum amplitude for a given channel in time window ["from", "to"] and creates 3d map of waveforms ordered by maxima on z axis.

void	PrintSkippedEvents ()
	Prints a list of all skipped events into the terminal for diagnostics.

void	PrintTimeDist (float=0, float=300, float=0, float=300, int=100, int=0, float=.3)
	Time distribution of maximum, CFD, or 10% - 90% rise time in a certain time window.

void	PrintWFProjection (float=0, float=320, float=-50, float=50, int=200)
	Plots waveform projection histograms of all channels.

virtual void	ReadFile (string, bool=false, int=9, string="out.root", bool=false, long long=-1)
	Routine to read files created by the wavecatcher.

	ReadRun (int last_bin_file=0, int first_bin_file=0)
	Constructor of the class.

void	SaveChargeLists (float=20, float=80, float=0, float=300, bool=1)
	Saves TGraphs to root file with the individual "charge"/amplitude for all events and all channels.

void	ShiftAllToAverageCF ()
	This function shifts all waveforms to the average signal starting times for each channel.

virtual bool	SkipEvent (int, int=-1)
	Check if event should be skipped.

void	SkipEventsPerChannel (vector< float >, float=0, float=0, bool=false)
	Skip events above/below individual thresholds per channel.

void	SkipEventsTimeDiffCut (int, int, double, double, bool=false)
	Skip events where the time difference between two channels is outside of specified range.

void	SmoothAll (double, int)
	Smoothing all waveforms which are not skipped (for testing, careful when using for analysis!)

void	SmoothAll (double, string="Gaus")
	Smoothing all waveforms which are not skipped (for testing, careful when using for analysis!)

TH1F *	TimeDist (int, float=0, float=300, float=0, float=300, int=100, int=0, float=.3)
	Time distribution of maximum, CFD, or 10% - 90% rise time in a certain time window.

int	TimeToIndex (float)
	Convert time to the bin number of the waveform.

void	UnskipAll ()
	Sets skip_event flag to false for all events, removing any previous cuts.

TH2F *	WFHeatmapChannel (int, float=-20, float=200, int=880)
	2D histogram of all non-skipped waveforms for one channel

TH1F *	WFProjectionChannel (int, int=0, int=1024, float=-50, float=50, int=200)
	Waveform projections for one channel.

virtual	~ReadRun ()
	Destructor.

Additional Inherited Members
Static Public Member Functions inherited from ReadRun
static pair< float, bool >	LinearInterpolation (float, float, float, float, float, bool=false)
	Simple linear interpolation for x.

Public Attributes inherited from ReadRun
vector< int >	active_channels
	Stores the numbers of the active channels.

vector< vector< float > >	amplValuessum
	Collects sums of all waveforms for each channel.

vector< vector< float > >	baseline_correction_result
	Stores baseline correction results for CorrectBaseline() and related functions.

int	binNumber
	Number of bins (usually 1024 samples per waveform).

float	DAQ_factor = 250. / 4096.
	DAQ conversion factor for wavecatcher output to mV.

string	data_path
	Path to data.

bool	discard_original_eventnr = false
	Can be used to discard the original event numbering of the data.

int	end_read_at_channel = -1
	See ReadRun::start_read_at_channel.

vector< unsigned int >	eventnr_storage
	Events will be stored here in the order they have been read.

int	FirstBinFileToRead
	Number first of .bin file to be read in.

vector< TFitResultPtr >	fit_results
	Stores the fit results of PrintChargeSpectrum() for all channels and all function calls in ascending order.

int	LastBinFileToRead
	Number of last .bin file to be read in.

int	maxNWF = 1e7
	Maximum possible number of waveforms in data: number of active channels x number of events.

vector< int >	maxSumBin
	Stores bin numbers where the sum of waveforms have their maximum.

vector< float >	mean_integral
	Stores the mean integral/lightyield from PrintChargeSpectrum() for all channels.

int	nchannels
	Number of active channels in data.

int	nChannelsWC = 64
	Wavecatcher hardware max. number of channels (reduce/increase if not using the 64 channel crate)

int	nevents = 0
	Number of triggered events in data.

int	nwf
	Total number of waveforms read from data: number of active channels x number of events.

vector< int >	plot_active_channels
	Stores the numbers of the active channels which should be plotted.

vector< vector< float > >	PrintChargeSpectrum_cal = vector(nChannelsWC, vector<float>(2, 1))
	Calibration values to normalize charge spectrum to number of photoelectrons Chennels must be ordered as in plot_active_channels. The first entry must be the gain and the second the position of the pedestal.

vector< float >	PrintChargeSpectrum_pars
	Starting values of the fit parameters for PrintChargeSpectrum()

TFile *	root_out
	Stores results of analysis.

vector< vector< float > >	rundata
	Stores waveforms.

vector< bool >	skip_event
	Stores the event numbers which should be skipped in the analysis.

float	SP = .3125
	Sampling: ns per bin of data, sampling rate 3.2 GS/s -> 0.3125 ns.

float	SP_inv = 1 / .3125
	1/SP

int	start_read_at_channel = -1
	Do analysis only for limited range of channels to reduce memory usage.

vector< int >	switch_polarity_for_channels
	Stores the channel number where the polarity should be inverted. Example use to switch polarity for channel 0 and channel 14: `mymeas.switch_polarity_for_channels = {0, 14};`. Needs to be called before ReadFile().

float	tCutEndg
	End of time window for baseline correction when using ReadRun::Using_BaselineCorrection_in_file_loop.

float	tCutg
	Start of time window for baseline correction when using ReadRun::Using_BaselineCorrection_in_file_loop.

vector< TFitResultPtr >	timing_fit_results
	Stores the fit results of Print_GetTimingCFD() for all channels.

vector< vector< float > >	timing_results
	Matrix to store timing of peaks from GetTimingCFD()

bool	Using_BaselineCorrection_in_file_loop = false
	Set true for baseline correction during data reading. Needs to be called before ReadFile().

Protected Member Functions inherited from ReadRun
virtual void	checkData (bool isBaselineCorrection=false) const
	Primitive check to see if data has been loaded.

Protected Attributes inherited from ReadRun
int	PlotChannelAverages_cnt
	Index for multiple executions of the same plotting function.

int	PlotWFHeatmaps_cnt
	Index for multiple executions of the same plotting function.

int	PrintChargeSpectrum_cnt
	Index for multiple executions of the same plotting function.

int	PrintWFProjection_cnt
	Index for multiple executions of the same plotting function.

Detailed Description

Class containing experimental functions.

Examples: timing_example_rebin.cc.

Definition at line 8 of file Experimental.h.

Constructor & Destructor Documentation

◆ Experimental()

Experimental::Experimental ( int no_of_bin_files_to_read )

inline

Initializer will call initializer of ReadRun class.

Parameters

no_of_bin_files_to_read

Definition at line 12 of file Experimental.h.

Member Function Documentation

◆ DerivativeAll()

void Experimental::DerivativeAll ( )

Derivative of all waveforms.

Calculates the forward differences. Reduces the number of bins by one for all waveforms. For testing purposes.

Definition at line 51 of file Experimental.cc.

◆ RebinAll()

void Experimental::RebinAll	(	int	ngroup = `2`,
		float	sigma_noise = `0`,
		unsigned long	seed = `0`
	)

Rebin the data to test bandwidth effects. Will combine an integer number of bins into a new, wider bin and divide the new bin content by the integer number to preserve the shape and integral.

CAUTION: Not tested with all functions.

Please note that PlotChannelSums() is calculated while parsing the data - before rebinning. Use PlotChannelAverages() instead.

Parameters

ngroup	Integer number of bins to combine.
sigma_noise	Add gaussian noise with `sigma_noise` to rebinned data.
seed	Seed for the noise random number generator.

Examples: timing_example_rebin.cc.

Definition at line 14 of file Experimental.cc.

The documentation for this class was generated from the following files:

src/Experimental.h
src/Experimental.cc