%3

Straxen datastructure =========================================================== This page is an autogenerated reference for all the plugins in straxen's `xenonnt` context. The figures presented are dependency diagrams, meaning that an arrow stemming from a node points to a node that the stem depends on (i.e. "A depends on B" is equivalent to "A ---> B"). Colors indicate data kinds. To load tables with different data kinds, you currently need more than one `get_df` (or `get_array`) commands. event_ms_naive -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `EventInfoMS `_ Data kind: events Plugin to collect multiple-scatter event observables. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]
s1_sum	float32	Sum of S1 areas in event
cs1_multi	float32	Corrected S1 area based on average position of S2s in event
cs1_multi_wo_timecorr	float32	Corrected S1 area based on average position of S2s in event before time-dep LY correction
s2_sum	float32	Sum of S2 areas in event
cs2_sum	float32	Sum of corrected S2 areas in event
cs2_wo_timecorr_sum	float32	Sum of corrected S2 areas in event S2 before elife correction
cs2_wo_elifecorr_sum	float32	Sum of corrected S2 areas in event before SEG/EE and elife corrections
cs2_area_fraction_top_avg	float32	Average of S2 area fraction top in event
ces_sum	float32	Sum of the energy estimates in event
e_charge_sum	float32	Sum of the charge estimates in event
x_avg	float32	Average x position of S2s in event
y_avg	float32	Average y position of S2s in event
z_obs_avg	float32	Average observed z position of energy deposits in event
multiplicity	int32	Number of S2s in event

Dependencies ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html Configuration options ~~~~~~~~~~~~~~~~~~~~~~~ These are all options that affect this data type. This also includes options taken by dependencies of this datatype, because changing any of those options affect this data indirectly. .. raw:: html

option	default	current	help
electron_drift_velocity	xedocs://e...ion=ONLINE	<OMITTED>	Vertical electron drift velocity in cm/ns (1e4 m/ms)
g1	bodega://g1?bodega_version=v2	<OMITTED>	S1 gain in PE / photons produced
g2	bodega://g2?bodega_version=v2	<OMITTED>	S2 gain in PE / electrons produced
lxe_w	0.0137	<OMITTED>	LXe work function in quanta/keV
max_drift_length	148.6515	<OMITTED>	Total length of the TPC from the bottom of gate to the top of cathode wires [cm]
ms_window_fac	1.01	<OMITTED>	Max drift time window to look for peaks in multiple scatter events

------------------ event_info_double -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `EventInfoDouble `_ Data kind: events Alternate version of event_info for Kr and other double scatter. analyses: - Uses a different naming convention: s1 -> s1_a, alt_s1 -> s1_b, and similarly for s2s; - Adds s1_b_distinct_channels, which can be tricky to compute (since it requires going back to peaks) Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]
cs1_a	float32	Corrected area of main S1 [PE]
cs1_a_wo_timecorr	float32	Corrected area of main S1 (without rel LY evolution correction) [PE]
cs1_wo_xyzcorr	float32	Corrected area of main S1 (without xyz position correction) [PE]
cs1_wo_peakbiascorr	float32	Corrected area of main S1 (without peak bias correction) [PE]
cs2_a	float32	Corrected area of main S2 [PE]
cs2_a_area_fraction_top	float32	Fraction of area seen by the top PMT array for corrected main S2
cs2_w_bias	float32	Corrected area of main S2 (including peak bias, excluding S2 xy + SEG/EE + photoionization + relative charge yield + elife) [PE]
cs2_area_fraction_top_w_bias	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias, excluding S2 xy + SEG/EE + photoionization + relative charge yield + elife)
cs2_w_bias_xy	float32	Corrected area of main S2 (including peak bias + S2 xy, excluding SEG/EE + photoionization + relative charge yield + elife) [PE]
cs2_area_fraction_top_w_bias_xy	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy, excluding SEG/EE + photoionization + relative charge yield + elife)
cs2_w_bias_segee	float32	Corrected area of main S2 (including peak bias + SEG/EE, excluding S2 xy + photoionization + relative charge yield + elife) [PE]
cs2_area_fraction_top_w_bias_segee	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + SEG/EE, excluding S2 xy + photoionization + relative charge yield + elife)
cs2_w_bias_xy_segee	float32	Corrected area of main S2 (including peak bias + S2 xy + SEG/EE, excluding photoionization + relative charge yield + elife) [PE]
cs2_area_fraction_top_w_bias_xy_segee	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy + SEG/EE, excluding photoionization + relative charge yield + elife)
cs2_w_bias_xy_elife	float32	Corrected area of main S2 (including peak bias + S2 xy + elife, excluding SEG/EE + photoionization + relative charge yield) [PE]
cs2_area_fraction_top_w_bias_xy_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy + elife, excluding SEG/EE + photoionization + relative charge yield)
cs2_w_elife	float32	Corrected area of main S2 (including elife, excluding peak bias + S2 xy + SEG/EE + photoionization + relative charge yield) [PE]
cs2_area_fraction_top_w_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including elife, excluding peak bias + S2 xy + SEG/EE + photoionization + relative charge yield)
cs2_w_xy_elife	float32	Corrected area of main S2 (including S2 xy + elife, excluding peak bias + SEG/EE + photoionization + relative charge yield) [PE]
cs2_area_fraction_top_w_xy_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including S2 xy + elife, excluding peak bias + SEG/EE + photoionization + relative charge yield)
cs2_w_xy_segee_pi_elife	float32	Corrected area of main S2 (including S2 xy + SEG/EE + photoionization + elife, excluding peak bias + relative charge yield) [PE]
cs2_area_fraction_top_w_xy_segee_pi_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including S2 xy + SEG/EE + photoionization + elife, excluding peak bias + relative charge yield)
cs2_w_bias_segee_pi_elife	float32	Corrected area of main S2 (including peak bias + SEG/EE + photoionization + elife, excluding S2 xy + relative charge yield) [PE]
cs2_area_fraction_top_w_bias_segee_pi_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + SEG/EE + photoionization + elife, excluding S2 xy + relative charge yield)
cs2_w_bias_xy_pi_elife	float32	Corrected area of main S2 (including peak bias + S2 xy + photoionization + elife, excluding SEG/EE + relative charge yield) [PE]
cs2_area_fraction_top_w_bias_xy_pi_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy + photoionization + elife, excluding SEG/EE + relative charge yield)
cs2_w_bias_xy_segee_elife	float32	Corrected area of main S2 (including peak bias + S2 xy + SEG/EE + elife, excluding photoionization + relative charge yield) [PE]
cs2_area_fraction_top_w_bias_xy_segee_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy + SEG/EE + elife, excluding photoionization + relative charge yield)
cs2_w_bias_xy_segee_pi	float32	Corrected area of main S2 (including peak bias + S2 xy + SEG/EE + photoionization, excluding relative charge yield + elife) [PE]
cs2_area_fraction_top_w_bias_xy_segee_pi	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy + SEG/EE + photoionization, excluding relative charge yield + elife)
cs2_w_bias_xy_segee_pi_elife	float32	Corrected area of main S2 (including peak bias + S2 xy + SEG/EE + photoionization + elife, excluding relative charge yield) [PE]
cs2_area_fraction_top_w_bias_xy_segee_pi_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy + SEG/EE + photoionization + elife, excluding relative charge yield)
cs2_w_bias_xy_segee_pi_relcy	float32	Corrected area of main S2 (including peak bias + S2 xy + SEG/EE + photoionization + relative charge yield, excluding elife) [PE]
cs2_area_fraction_top_w_bias_xy_segee_pi_relcy	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy + SEG/EE + photoionization + relative charge yield, excluding elife)
cs1_b	float32	Corrected area of alternate S1 [PE]
cs1_b_wo_timecorr	float32	Corrected area of alternate S1 (without rel LY evolution correction) [PE]
alt_cs1_wo_xyzcorr	float32	Corrected area of alternate S1 (without xyz position correction) [PE]
alt_cs1_wo_peakbiascorr	float32	Corrected area of alternate S1 (without peak bias correction) [PE]
cs2_b	float32	Corrected area of alternate S2 [PE]
cs2_b_area_fraction_top	float32	Fraction of area seen by the top PMT array for corrected alternate S2
alt_cs2_w_bias	float32	Corrected area of alternate S2 (including peak bias, excluding S2 xy + SEG/EE + photoionization + relative charge yield + elife) [PE]
alt_cs2_area_fraction_top_w_bias	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias, excluding S2 xy + SEG/EE + photoionization + relative charge yield + elife)
alt_cs2_w_bias_xy	float32	Corrected area of alternate S2 (including peak bias + S2 xy, excluding SEG/EE + photoionization + relative charge yield + elife) [PE]
alt_cs2_area_fraction_top_w_bias_xy	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy, excluding SEG/EE + photoionization + relative charge yield + elife)
alt_cs2_w_bias_segee	float32	Corrected area of alternate S2 (including peak bias + SEG/EE, excluding S2 xy + photoionization + relative charge yield + elife) [PE]
alt_cs2_area_fraction_top_w_bias_segee	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + SEG/EE, excluding S2 xy + photoionization + relative charge yield + elife)
alt_cs2_w_bias_xy_segee	float32	Corrected area of alternate S2 (including peak bias + S2 xy + SEG/EE, excluding photoionization + relative charge yield + elife) [PE]
alt_cs2_area_fraction_top_w_bias_xy_segee	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy + SEG/EE, excluding photoionization + relative charge yield + elife)
alt_cs2_w_bias_xy_elife	float32	Corrected area of alternate S2 (including peak bias + S2 xy + elife, excluding SEG/EE + photoionization + relative charge yield) [PE]
alt_cs2_area_fraction_top_w_bias_xy_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy + elife, excluding SEG/EE + photoionization + relative charge yield)
alt_cs2_w_elife	float32	Corrected area of alternate S2 (including elife, excluding peak bias + S2 xy + SEG/EE + photoionization + relative charge yield) [PE]
alt_cs2_area_fraction_top_w_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including elife, excluding peak bias + S2 xy + SEG/EE + photoionization + relative charge yield)
alt_cs2_w_xy_elife	float32	Corrected area of alternate S2 (including S2 xy + elife, excluding peak bias + SEG/EE + photoionization + relative charge yield) [PE]
alt_cs2_area_fraction_top_w_xy_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including S2 xy + elife, excluding peak bias + SEG/EE + photoionization + relative charge yield)
alt_cs2_w_xy_segee_pi_elife	float32	Corrected area of alternate S2 (including S2 xy + SEG/EE + photoionization + elife, excluding peak bias + relative charge yield) [PE]
alt_cs2_area_fraction_top_w_xy_segee_pi_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including S2 xy + SEG/EE + photoionization + elife, excluding peak bias + relative charge yield)
alt_cs2_w_bias_segee_pi_elife	float32	Corrected area of alternate S2 (including peak bias + SEG/EE + photoionization + elife, excluding S2 xy + relative charge yield) [PE]
alt_cs2_area_fraction_top_w_bias_segee_pi_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + SEG/EE + photoionization + elife, excluding S2 xy + relative charge yield)
alt_cs2_w_bias_xy_pi_elife	float32	Corrected area of alternate S2 (including peak bias + S2 xy + photoionization + elife, excluding SEG/EE + relative charge yield) [PE]
alt_cs2_area_fraction_top_w_bias_xy_pi_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy + photoionization + elife, excluding SEG/EE + relative charge yield)
alt_cs2_w_bias_xy_segee_elife	float32	Corrected area of alternate S2 (including peak bias + S2 xy + SEG/EE + elife, excluding photoionization + relative charge yield) [PE]
alt_cs2_area_fraction_top_w_bias_xy_segee_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy + SEG/EE + elife, excluding photoionization + relative charge yield)
alt_cs2_w_bias_xy_segee_pi	float32	Corrected area of alternate S2 (including peak bias + S2 xy + SEG/EE + photoionization, excluding relative charge yield + elife) [PE]
alt_cs2_area_fraction_top_w_bias_xy_segee_pi	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy + SEG/EE + photoionization, excluding relative charge yield + elife)
alt_cs2_w_bias_xy_segee_pi_elife	float32	Corrected area of alternate S2 (including peak bias + S2 xy + SEG/EE + photoionization + elife, excluding relative charge yield) [PE]
alt_cs2_area_fraction_top_w_bias_xy_segee_pi_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy + SEG/EE + photoionization + elife, excluding relative charge yield)
alt_cs2_w_bias_xy_segee_pi_relcy	float32	Corrected area of alternate S2 (including peak bias + S2 xy + SEG/EE + photoionization + relative charge yield, excluding elife) [PE]
alt_cs2_area_fraction_top_w_bias_xy_segee_pi_relcy	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy + SEG/EE + photoionization + relative charge yield, excluding elife)
e_light	float32	Energy in light signal [keVee]
e_charge	float32	Energy in charge signal [keVee]
e_ces	float32	Energy estimate [keVee]
n_peaks	int32	Number of peaks in the event
drift_time	float32	Drift time between main S1 and S2 in ns
event_number	int64	Event number in this dataset
s1_a_index	int32	Main S1 peak index in event
s1_b_index	int32	Alternate S1 peak index in event
s1_a_time	int64	Main S1 start time since unix epoch [ns]
s1_b_time	int64	Alternate S1 start time since unix epoch [ns]
s1_a_center_time	int64	Main S1 weighted average center time since unix epoch [ns]
s1_b_center_time	int64	Alternate S1 weighted average center time since unix epoch [ns]
s1_a_median_time	float32	Main S1 weighted relative median time of the peak [ns]
s1_b_median_time	float32	Alternate S1 weighted relative median time of the peak [ns]
s1_a_endtime	int64	Main S1 end time since unix epoch [ns]
s1_b_endtime	int64	Alternate S1 end time since unix epoch [ns]
s1_a_area	float32	Main S1 area, uncorrected [PE]
s1_b_area	float32	Alternate S1 area, uncorrected [PE]
s1_a_n_channels	int16	Main S1 count of contributing PMTs
s1_b_n_channels	int16	Alternate S1 count of contributing PMTs
s1_a_top_n_channels	int16	Main S1 count of contributing top PMTs
s1_b_top_n_channels	int16	Alternate S1 count of contributing top PMTs
s1_a_n_hits	int32	Main S1 count of hits contributing at least one sample to the peak
s1_b_n_hits	int32	Alternate S1 count of hits contributing at least one sample to the peak
s1_a_proximity_score	float32	Main S1 proximity score in (time, space)
s1_b_proximity_score	float32	Alternate S1 proximity score in (time, space)
s1_a_n_competing_left	int32	Main S1 number of competing peaks left of the main peak
s1_b_n_competing_left	int32	Alternate S1 number of competing peaks left of the main peak
s1_a_n_competing	int32	Main S1 number of competing peaks
s1_b_n_competing	int32	Alternate S1 number of competing peaks
s1_a_max_pmt	int16	Main S1 PMT number which contributes the most PE
s1_b_max_pmt	int16	Alternate S1 PMT number which contributes the most PE
s1_a_max_pmt_area	float32	Main S1 area in the largest-contributing PMT (PE)
s1_b_max_pmt_area	float32	Alternate S1 area in the largest-contributing PMT (PE)
s1_a_range_50p_area	float32	Main S1 width, 50% area [ns]
s1_b_range_50p_area	float32	Alternate S1 width, 50% area [ns]
s1_a_range_90p_area	float32	Main S1 width, 90% area [ns]
s1_b_range_90p_area	float32	Alternate S1 width, 90% area [ns]
s1_a_rise_time	float32	Main S1 time between 10% and 50% area quantiles [ns]
s1_b_rise_time	float32	Alternate S1 time between 10% and 50% area quantiles [ns]
s1_a_area_fraction_top	float32	Main S1 fraction of area seen by the top PMT array
s1_b_area_fraction_top	float32	Alternate S1 fraction of area seen by the top PMT array
s1_a_tight_coincidence	int16	Main S1 channel within tight range of mean
s1_b_tight_coincidence	int16	Alternate S1 channel within tight range of mean
s1_a_n_saturated_channels	int16	Main S1 total number of saturated channels
s1_b_n_saturated_channels	int16	Alternate S1 total number of saturated channels
s1_a_merged	bool	Main S1 is merged from peaklets
s1_b_merged	bool	Alternate S1 is merged from peaklets
s1_a_vanilla_type	int8	Main S1 Vanilla type of the peak(let)
s1_b_vanilla_type	int8	Alternate S1 Vanilla type of the peak(let)
s1_a_som_type	int8	Main S1 SOM type of the peak(let)
s1_b_som_type	int8	Alternate S1 SOM type of the peak(let)
s1_a_som_sub_type	int32	Main S1 SOM subtype of the peak(let)
s1_b_som_sub_type	int32	Alternate S1 SOM subtype of the peak(let)
s1_a_loc_x_som	int16	Main S1 x location of the peak(let) in the SOM
s1_b_loc_x_som	int16	Alternate S1 x location of the peak(let) in the SOM
s1_a_loc_y_som	int16	Main S1 y location of the peak(let) in the SOM
s1_b_loc_y_som	int16	Alternate S1 y location of the peak(let) in the SOM
s1_b_interaction_drift_time	float32	Drift time using alternate S1 [ns]
ds_s1_dt	int32	Time between main and alternate S1 [ns]
s2_a_index	int32	Main S2 peak index in event
s2_b_index	int32	Alternate S2 peak index in event
s2_a_time	int64	Main S2 start time since unix epoch [ns]
s2_b_time	int64	Alternate S2 start time since unix epoch [ns]
s2_a_center_time	int64	Main S2 weighted average center time since unix epoch [ns]
s2_b_center_time	int64	Alternate S2 weighted average center time since unix epoch [ns]
s2_a_median_time	float32	Main S2 weighted relative median time of the peak [ns]
s2_b_median_time	float32	Alternate S2 weighted relative median time of the peak [ns]
s2_a_endtime	int64	Main S2 end time since unix epoch [ns]
s2_b_endtime	int64	Alternate S2 end time since unix epoch [ns]
s2_a_area	float32	Main S2 area, uncorrected [PE]
s2_b_area	float32	Alternate S2 area, uncorrected [PE]
s2_a_n_channels	int16	Main S2 count of contributing PMTs
s2_b_n_channels	int16	Alternate S2 count of contributing PMTs
s2_a_top_n_channels	int16	Main S2 count of contributing top PMTs
s2_b_top_n_channels	int16	Alternate S2 count of contributing top PMTs
s2_a_n_hits	int32	Main S2 count of hits contributing at least one sample to the peak
s2_b_n_hits	int32	Alternate S2 count of hits contributing at least one sample to the peak
s2_a_proximity_score	float32	Main S2 proximity score in (time, space)
s2_b_proximity_score	float32	Alternate S2 proximity score in (time, space)
s2_a_n_competing_left	int32	Main S2 number of competing peaks left of the main peak
s2_b_n_competing_left	int32	Alternate S2 number of competing peaks left of the main peak
s2_a_n_competing	int32	Main S2 number of competing peaks
s2_b_n_competing	int32	Alternate S2 number of competing peaks
s2_a_max_pmt	int16	Main S2 PMT number which contributes the most PE
s2_b_max_pmt	int16	Alternate S2 PMT number which contributes the most PE
s2_a_max_pmt_area	float32	Main S2 area in the largest-contributing PMT (PE)
s2_b_max_pmt_area	float32	Alternate S2 area in the largest-contributing PMT (PE)
s2_a_range_50p_area	float32	Main S2 width, 50% area [ns]
s2_b_range_50p_area	float32	Alternate S2 width, 50% area [ns]
s2_a_range_90p_area	float32	Main S2 width, 90% area [ns]
s2_b_range_90p_area	float32	Alternate S2 width, 90% area [ns]
s2_a_rise_time	float32	Main S2 time between 10% and 50% area quantiles [ns]
s2_b_rise_time	float32	Alternate S2 time between 10% and 50% area quantiles [ns]
s2_a_area_fraction_top	float32	Main S2 fraction of area seen by the top PMT array
s2_b_area_fraction_top	float32	Alternate S2 fraction of area seen by the top PMT array
s2_a_tight_coincidence	int16	Main S2 channel within tight range of mean
s2_b_tight_coincidence	int16	Alternate S2 channel within tight range of mean
s2_a_n_saturated_channels	int16	Main S2 total number of saturated channels
s2_b_n_saturated_channels	int16	Alternate S2 total number of saturated channels
s2_a_merged	bool	Main S2 is merged from peaklets
s2_b_merged	bool	Alternate S2 is merged from peaklets
s2_a_vanilla_type	int8	Main S2 Vanilla type of the peak(let)
s2_b_vanilla_type	int8	Alternate S2 Vanilla type of the peak(let)
s2_a_som_type	int8	Main S2 SOM type of the peak(let)
s2_b_som_type	int8	Alternate S2 SOM type of the peak(let)
s2_a_som_sub_type	int32	Main S2 SOM subtype of the peak(let)
s2_b_som_sub_type	int32	Alternate S2 SOM subtype of the peak(let)
s2_a_loc_x_som	int16	Main S2 x location of the peak(let) in the SOM
s2_b_loc_x_som	int16	Alternate S2 x location of the peak(let) in the SOM
s2_a_loc_y_som	int16	Main S2 y location of the peak(let) in the SOM
s2_b_loc_y_som	int16	Alternate S2 y location of the peak(let) in the SOM
s2_b_interaction_drift_time	float32	Drift time using alternate S2 [ns]
ds_s2_dt	int32	Time between main and alternate S2 [ns]
s1_a_max_diff	int32	Main S1 largest time difference between apexes of hits [ns]
s1_b_max_diff	int32	Alternate S1 largest time difference between apexes of hits [ns]
s1_a_min_diff	int32	Main S1 smallest time difference between apexes of hits [ns]
s1_b_min_diff	int32	Alternate S1 smallest time difference between apexes of hits [ns]
s1_a_first_channel	int16	Main S1 first channel/PMT number (sorted by apexes of hits)
s1_b_first_channel	int16	Alternate S1 first channel/PMT number (sorted by apexes of hits)
s1_a_last_channel	int16	Main S1 last channel/PMT number (sorted by apexes of hits)
s1_b_last_channel	int16	Alternate last channel/PMT number (sorted by apexes of hits)
s2_a_x	float32	Main S2 reconstructed X position, uncorrected [cm]
s2_a_y	float32	Main S2 reconstructed Y position, uncorrected [cm]
s2_b_x	float32	Alternate S2 reconstructed X position, uncorrected [cm]
s2_b_y	float32	Alternate S2 reconstructed Y position, uncorrected [cm]
area_before_main_s2	float32	Sum of areas before Main S2 [PE]
large_s2_before_main_s2_area	float32	The largest S2 before the Main S2 [PE]
large_s2_before_main_s2_index	int32	Index of the largest S2 before the Main S2
large_s2_before_main_s2_center_time	int64	Center time of the largest S2 before the Main S2 [ns]
large_s2_after_main_s2_area	float32	The largest S2 after the Main S2 [PE]
large_s2_after_main_s2_index	int32	Index of the largest S2 after the Main S2
large_s2_after_main_s2_center_time	int64	Center time of the largest S2 after the Main S2 [ns]
s2_a_x_cnf	float32	Main S2 cnf-reconstructed X position, uncorrected [cm]
s2_a_y_cnf	float32	Main S2 cnf-reconstructed Y position, uncorrected [cm]
s2_b_x_cnf	float32	Alternate S2 cnf-reconstructed X position, uncorrected [cm]
s2_b_y_cnf	float32	Alternate S2 cnf-reconstructed Y position, uncorrected [cm]
s2_a_x_mlp	float32	Main S2 mlp-reconstructed X position, uncorrected [cm]
s2_a_y_mlp	float32	Main S2 mlp-reconstructed Y position, uncorrected [cm]
s2_b_x_mlp	float32	Alternate S2 mlp-reconstructed X position, uncorrected [cm]
s2_b_y_mlp	float32	Alternate S2 mlp-reconstructed Y position, uncorrected [cm]
x	float32	Main interaction x-position, field-distortion corrected (cm)
s1_b_x_fdc	float32	Alternative S1 interaction (rel. main S2) x-position, field-distortion corrected (cm)
s2_b_x_fdc	float32	Alternative S2 interaction (rel. main S1) x-position, field-distortion corrected (cm)
y	float32	Main interaction y-position, field-distortion corrected (cm)
s1_b_y_fdc	float32	Alternative S1 interaction (rel. main S2) y-position, field-distortion corrected (cm)
s2_b_y_fdc	float32	Alternative S2 interaction (rel. main S1) y-position, field-distortion corrected (cm)
r	float32	Main interaction r-position, field-distortion corrected (cm)
s1_b_r_fdc	float32	Alternative S1 interaction (rel. main S2) r-position, field-distortion corrected (cm)
s2_b_r_fdc	float32	Alternative S2 interaction (rel. main S1) r-position, field-distortion corrected (cm)
z	float32	Interaction z-position, corrected to non-uniform drift velocity (cm)
z_dv_corr	float32	Interaction z-position, corrected to non-uniform drift velocity, duplicated (cm)
s1_b_z	float32	Alternative S1 z-position (rel. main S2), corrected to non-uniform drift velocity (cm)
s1_b_z_dv_corr	float32	Alternative S1 z-position (rel. main S2), corrected to non-uniform drift velocity, duplicated (cm)
s2_b_z	float32	Alternative S2 z-position (rel. main S1), corrected to non-uniform drift velocity (cm)
s2_b_z_dv_corr	float32	Alternative S2 z-position (rel. main S1), corrected to non-uniform drift velocity, duplicated (cm)
r_naive	float32	Main interaction r-position with observed position (cm)
s1_b_r_naive	float32	Alternative S1 interaction (rel. main S2) r-position with observed position (cm)
s2_b_r_naive	float32	Alternative S2 interaction (rel. main S1) r-position with observed position (cm)
z_naive	float32	Main interaction z-position with observed position (cm)
s1_b_z_naive	float32	Alternative S1 interaction (rel. main S2) z-position with observed position (cm)
s2_b_z_naive	float32	Alternative S2 interaction (rel. main S1) z-position with observed position (cm)
r_field_distortion_correction	float32	Correction added to r_naive for field distortion (cm)
s1_b_r_field_distortion_correction	float32	Correction added to alt_s1_r_naive for field distortion (cm)
s2_b_r_field_distortion_correction	float32	Correction added to alt_s2_r_naive for field distortion (cm)
z_field_distortion_correction	float32	Correction added to z_naive for field distortion (cm)
s1_b_z_field_distortion_correction	float32	Correction added to alt_s1_z_naive for field distortion (cm)
s2_b_z_field_distortion_correction	float32	Correction added to alt_s2_z_naive for field distortion (cm)
s1_b_theta	float32	Alternative S1 (rel. main S2) interaction angular position (radians)
s2_b_theta	float32	Alternative S2 (rel. main S1) interaction angular position (radians)
theta	float32	Main interaction angular position (radians)
s1_b_distinct_channels	int32	Number of PMTs contributing to the secondary S1 that do not contribute to the main S1

option	default	current	help

------------------ event_position_uncertainty -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `EventPositionUncertainty `_ Data kind: events Plugin to calculate position uncertainties for events using the conditional normalising flow model. For information on the model, see note_. .. _note: https://xe1t-wiki.lngs.infn.it/doku.php?id=xenon:xenonnt:juehang:flow_posrec_proposal_sr2 # noqa: E501 This plugin computes uncertainties in radial (r) and angular (theta) positions for both main and alternative S2 signals. It uses the position contours calculated by a flow-based algorithm to estimate these uncertainties. The plugin provides: - Naive flow position uncertainties for main and alternative S2 signals - Corrected flow position uncertainties accounting for field distortions Depends on: - 'events': Basic event information - 'event_info': Additional event information - 'event_position_contour': Position contours for events Provides: - 'event_position_uncertainty': Calculated position uncertainties Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
s2_r_position_uncertainty	float32	Naive flow position uncertainty in r for main S2
s2_theta_position_uncertainty	float32	Naive flow position uncertainty in theta for main S2
alt_s2_r_position_uncertainty	float32	Naive flow position uncertainty in r for alternative S2
alt_s2_theta_position_uncertainty	float32	Naive flow position uncertainty in theta for alternative S2
r_position_uncertainty	float32	Position uncertainty in r (cm)
theta_position_uncertainty	float32	Position uncertainty in theta (rad)
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help

------------------ event_info -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `EventInfo `_ Data kind: events Plugin which merges the information of all event data_kinds into a single data_type. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]
cs1	float32	Corrected area of main S1 [PE]
cs1_wo_timecorr	float32	Corrected area of main S1 (without rel LY evolution correction) [PE]
cs1_wo_xyzcorr	float32	Corrected area of main S1 (without xyz position correction) [PE]
cs1_wo_peakbiascorr	float32	Corrected area of main S1 (without peak bias correction) [PE]
cs2	float32	Corrected area of main S2 [PE]
cs2_area_fraction_top	float32	Fraction of area seen by the top PMT array for corrected main S2
cs2_w_bias	float32	Corrected area of main S2 (including peak bias, excluding S2 xy + SEG/EE + photoionization + relative charge yield + elife) [PE]
cs2_area_fraction_top_w_bias	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias, excluding S2 xy + SEG/EE + photoionization + relative charge yield + elife)
cs2_w_bias_xy	float32	Corrected area of main S2 (including peak bias + S2 xy, excluding SEG/EE + photoionization + relative charge yield + elife) [PE]
cs2_area_fraction_top_w_bias_xy	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy, excluding SEG/EE + photoionization + relative charge yield + elife)
cs2_w_bias_segee	float32	Corrected area of main S2 (including peak bias + SEG/EE, excluding S2 xy + photoionization + relative charge yield + elife) [PE]
cs2_area_fraction_top_w_bias_segee	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + SEG/EE, excluding S2 xy + photoionization + relative charge yield + elife)
cs2_w_bias_xy_segee	float32	Corrected area of main S2 (including peak bias + S2 xy + SEG/EE, excluding photoionization + relative charge yield + elife) [PE]
cs2_area_fraction_top_w_bias_xy_segee	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy + SEG/EE, excluding photoionization + relative charge yield + elife)
cs2_w_bias_xy_elife	float32	Corrected area of main S2 (including peak bias + S2 xy + elife, excluding SEG/EE + photoionization + relative charge yield) [PE]
cs2_area_fraction_top_w_bias_xy_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy + elife, excluding SEG/EE + photoionization + relative charge yield)
cs2_w_elife	float32	Corrected area of main S2 (including elife, excluding peak bias + S2 xy + SEG/EE + photoionization + relative charge yield) [PE]
cs2_area_fraction_top_w_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including elife, excluding peak bias + S2 xy + SEG/EE + photoionization + relative charge yield)
cs2_w_xy_elife	float32	Corrected area of main S2 (including S2 xy + elife, excluding peak bias + SEG/EE + photoionization + relative charge yield) [PE]
cs2_area_fraction_top_w_xy_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including S2 xy + elife, excluding peak bias + SEG/EE + photoionization + relative charge yield)
cs2_w_xy_segee_pi_elife	float32	Corrected area of main S2 (including S2 xy + SEG/EE + photoionization + elife, excluding peak bias + relative charge yield) [PE]
cs2_area_fraction_top_w_xy_segee_pi_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including S2 xy + SEG/EE + photoionization + elife, excluding peak bias + relative charge yield)
cs2_w_bias_segee_pi_elife	float32	Corrected area of main S2 (including peak bias + SEG/EE + photoionization + elife, excluding S2 xy + relative charge yield) [PE]
cs2_area_fraction_top_w_bias_segee_pi_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + SEG/EE + photoionization + elife, excluding S2 xy + relative charge yield)
cs2_w_bias_xy_pi_elife	float32	Corrected area of main S2 (including peak bias + S2 xy + photoionization + elife, excluding SEG/EE + relative charge yield) [PE]
cs2_area_fraction_top_w_bias_xy_pi_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy + photoionization + elife, excluding SEG/EE + relative charge yield)
cs2_w_bias_xy_segee_elife	float32	Corrected area of main S2 (including peak bias + S2 xy + SEG/EE + elife, excluding photoionization + relative charge yield) [PE]
cs2_area_fraction_top_w_bias_xy_segee_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy + SEG/EE + elife, excluding photoionization + relative charge yield)
cs2_w_bias_xy_segee_pi	float32	Corrected area of main S2 (including peak bias + S2 xy + SEG/EE + photoionization, excluding relative charge yield + elife) [PE]
cs2_area_fraction_top_w_bias_xy_segee_pi	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy + SEG/EE + photoionization, excluding relative charge yield + elife)
cs2_w_bias_xy_segee_pi_elife	float32	Corrected area of main S2 (including peak bias + S2 xy + SEG/EE + photoionization + elife, excluding relative charge yield) [PE]
cs2_area_fraction_top_w_bias_xy_segee_pi_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy + SEG/EE + photoionization + elife, excluding relative charge yield)
cs2_w_bias_xy_segee_pi_relcy	float32	Corrected area of main S2 (including peak bias + S2 xy + SEG/EE + photoionization + relative charge yield, excluding elife) [PE]
cs2_area_fraction_top_w_bias_xy_segee_pi_relcy	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy + SEG/EE + photoionization + relative charge yield, excluding elife)
alt_cs1	float32	Corrected area of alternate S1 [PE]
alt_cs1_wo_timecorr	float32	Corrected area of alternate S1 (without rel LY evolution correction) [PE]
alt_cs1_wo_xyzcorr	float32	Corrected area of alternate S1 (without xyz position correction) [PE]
alt_cs1_wo_peakbiascorr	float32	Corrected area of alternate S1 (without peak bias correction) [PE]
alt_cs2	float32	Corrected area of alternate S2 [PE]
alt_cs2_area_fraction_top	float32	Fraction of area seen by the top PMT array for corrected alternate S2
alt_cs2_w_bias	float32	Corrected area of alternate S2 (including peak bias, excluding S2 xy + SEG/EE + photoionization + relative charge yield + elife) [PE]
alt_cs2_area_fraction_top_w_bias	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias, excluding S2 xy + SEG/EE + photoionization + relative charge yield + elife)
alt_cs2_w_bias_xy	float32	Corrected area of alternate S2 (including peak bias + S2 xy, excluding SEG/EE + photoionization + relative charge yield + elife) [PE]
alt_cs2_area_fraction_top_w_bias_xy	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy, excluding SEG/EE + photoionization + relative charge yield + elife)
alt_cs2_w_bias_segee	float32	Corrected area of alternate S2 (including peak bias + SEG/EE, excluding S2 xy + photoionization + relative charge yield + elife) [PE]
alt_cs2_area_fraction_top_w_bias_segee	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + SEG/EE, excluding S2 xy + photoionization + relative charge yield + elife)
alt_cs2_w_bias_xy_segee	float32	Corrected area of alternate S2 (including peak bias + S2 xy + SEG/EE, excluding photoionization + relative charge yield + elife) [PE]
alt_cs2_area_fraction_top_w_bias_xy_segee	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy + SEG/EE, excluding photoionization + relative charge yield + elife)
alt_cs2_w_bias_xy_elife	float32	Corrected area of alternate S2 (including peak bias + S2 xy + elife, excluding SEG/EE + photoionization + relative charge yield) [PE]
alt_cs2_area_fraction_top_w_bias_xy_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy + elife, excluding SEG/EE + photoionization + relative charge yield)
alt_cs2_w_elife	float32	Corrected area of alternate S2 (including elife, excluding peak bias + S2 xy + SEG/EE + photoionization + relative charge yield) [PE]
alt_cs2_area_fraction_top_w_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including elife, excluding peak bias + S2 xy + SEG/EE + photoionization + relative charge yield)
alt_cs2_w_xy_elife	float32	Corrected area of alternate S2 (including S2 xy + elife, excluding peak bias + SEG/EE + photoionization + relative charge yield) [PE]
alt_cs2_area_fraction_top_w_xy_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including S2 xy + elife, excluding peak bias + SEG/EE + photoionization + relative charge yield)
alt_cs2_w_xy_segee_pi_elife	float32	Corrected area of alternate S2 (including S2 xy + SEG/EE + photoionization + elife, excluding peak bias + relative charge yield) [PE]
alt_cs2_area_fraction_top_w_xy_segee_pi_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including S2 xy + SEG/EE + photoionization + elife, excluding peak bias + relative charge yield)
alt_cs2_w_bias_segee_pi_elife	float32	Corrected area of alternate S2 (including peak bias + SEG/EE + photoionization + elife, excluding S2 xy + relative charge yield) [PE]
alt_cs2_area_fraction_top_w_bias_segee_pi_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + SEG/EE + photoionization + elife, excluding S2 xy + relative charge yield)
alt_cs2_w_bias_xy_pi_elife	float32	Corrected area of alternate S2 (including peak bias + S2 xy + photoionization + elife, excluding SEG/EE + relative charge yield) [PE]
alt_cs2_area_fraction_top_w_bias_xy_pi_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy + photoionization + elife, excluding SEG/EE + relative charge yield)
alt_cs2_w_bias_xy_segee_elife	float32	Corrected area of alternate S2 (including peak bias + S2 xy + SEG/EE + elife, excluding photoionization + relative charge yield) [PE]
alt_cs2_area_fraction_top_w_bias_xy_segee_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy + SEG/EE + elife, excluding photoionization + relative charge yield)
alt_cs2_w_bias_xy_segee_pi	float32	Corrected area of alternate S2 (including peak bias + S2 xy + SEG/EE + photoionization, excluding relative charge yield + elife) [PE]
alt_cs2_area_fraction_top_w_bias_xy_segee_pi	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy + SEG/EE + photoionization, excluding relative charge yield + elife)
alt_cs2_w_bias_xy_segee_pi_elife	float32	Corrected area of alternate S2 (including peak bias + S2 xy + SEG/EE + photoionization + elife, excluding relative charge yield) [PE]
alt_cs2_area_fraction_top_w_bias_xy_segee_pi_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy + SEG/EE + photoionization + elife, excluding relative charge yield)
alt_cs2_w_bias_xy_segee_pi_relcy	float32	Corrected area of alternate S2 (including peak bias + S2 xy + SEG/EE + photoionization + relative charge yield, excluding elife) [PE]
alt_cs2_area_fraction_top_w_bias_xy_segee_pi_relcy	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy + SEG/EE + photoionization + relative charge yield, excluding elife)
e_light	float32	Energy in light signal [keVee]
e_charge	float32	Energy in charge signal [keVee]
e_ces	float32	Energy estimate [keVee]
n_peaks	int32	Number of peaks in the event
drift_time	float32	Drift time between main S1 and S2 in ns
event_number	int64	Event number in this dataset
s1_index	int32	Main S1 peak index in event
alt_s1_index	int32	Alternate S1 peak index in event
s1_time	int64	Main S1 start time since unix epoch [ns]
alt_s1_time	int64	Alternate S1 start time since unix epoch [ns]
s1_center_time	int64	Main S1 weighted average center time since unix epoch [ns]
alt_s1_center_time	int64	Alternate S1 weighted average center time since unix epoch [ns]
s1_median_time	float32	Main S1 weighted relative median time of the peak [ns]
alt_s1_median_time	float32	Alternate S1 weighted relative median time of the peak [ns]
s1_endtime	int64	Main S1 end time since unix epoch [ns]
alt_s1_endtime	int64	Alternate S1 end time since unix epoch [ns]
s1_area	float32	Main S1 area, uncorrected [PE]
alt_s1_area	float32	Alternate S1 area, uncorrected [PE]
s1_n_channels	int16	Main S1 count of contributing PMTs
alt_s1_n_channels	int16	Alternate S1 count of contributing PMTs
s1_top_n_channels	int16	Main S1 count of contributing top PMTs
alt_s1_top_n_channels	int16	Alternate S1 count of contributing top PMTs
s1_n_hits	int32	Main S1 count of hits contributing at least one sample to the peak
alt_s1_n_hits	int32	Alternate S1 count of hits contributing at least one sample to the peak
s1_proximity_score	float32	Main S1 proximity score in (time, space)
alt_s1_proximity_score	float32	Alternate S1 proximity score in (time, space)
s1_n_competing_left	int32	Main S1 number of competing peaks left of the main peak
alt_s1_n_competing_left	int32	Alternate S1 number of competing peaks left of the main peak
s1_n_competing	int32	Main S1 number of competing peaks
alt_s1_n_competing	int32	Alternate S1 number of competing peaks
s1_max_pmt	int16	Main S1 PMT number which contributes the most PE
alt_s1_max_pmt	int16	Alternate S1 PMT number which contributes the most PE
s1_max_pmt_area	float32	Main S1 area in the largest-contributing PMT (PE)
alt_s1_max_pmt_area	float32	Alternate S1 area in the largest-contributing PMT (PE)
s1_range_50p_area	float32	Main S1 width, 50% area [ns]
alt_s1_range_50p_area	float32	Alternate S1 width, 50% area [ns]
s1_range_90p_area	float32	Main S1 width, 90% area [ns]
alt_s1_range_90p_area	float32	Alternate S1 width, 90% area [ns]
s1_rise_time	float32	Main S1 time between 10% and 50% area quantiles [ns]
alt_s1_rise_time	float32	Alternate S1 time between 10% and 50% area quantiles [ns]
s1_area_fraction_top	float32	Main S1 fraction of area seen by the top PMT array
alt_s1_area_fraction_top	float32	Alternate S1 fraction of area seen by the top PMT array
s1_tight_coincidence	int16	Main S1 channel within tight range of mean
alt_s1_tight_coincidence	int16	Alternate S1 channel within tight range of mean
s1_n_saturated_channels	int16	Main S1 total number of saturated channels
alt_s1_n_saturated_channels	int16	Alternate S1 total number of saturated channels
s1_merged	bool	Main S1 is merged from peaklets
alt_s1_merged	bool	Alternate S1 is merged from peaklets
s1_vanilla_type	int8	Main S1 Vanilla type of the peak(let)
alt_s1_vanilla_type	int8	Alternate S1 Vanilla type of the peak(let)
s1_som_type	int8	Main S1 SOM type of the peak(let)
alt_s1_som_type	int8	Alternate S1 SOM type of the peak(let)
s1_som_sub_type	int32	Main S1 SOM subtype of the peak(let)
alt_s1_som_sub_type	int32	Alternate S1 SOM subtype of the peak(let)
s1_loc_x_som	int16	Main S1 x location of the peak(let) in the SOM
alt_s1_loc_x_som	int16	Alternate S1 x location of the peak(let) in the SOM
s1_loc_y_som	int16	Main S1 y location of the peak(let) in the SOM
alt_s1_loc_y_som	int16	Alternate S1 y location of the peak(let) in the SOM
alt_s1_interaction_drift_time	float32	Drift time using alternate S1 [ns]
alt_s1_delay	int32	Time between main and alternate S1 [ns]
s2_index	int32	Main S2 peak index in event
alt_s2_index	int32	Alternate S2 peak index in event
s2_time	int64	Main S2 start time since unix epoch [ns]
alt_s2_time	int64	Alternate S2 start time since unix epoch [ns]
s2_center_time	int64	Main S2 weighted average center time since unix epoch [ns]
alt_s2_center_time	int64	Alternate S2 weighted average center time since unix epoch [ns]
s2_median_time	float32	Main S2 weighted relative median time of the peak [ns]
alt_s2_median_time	float32	Alternate S2 weighted relative median time of the peak [ns]
s2_endtime	int64	Main S2 end time since unix epoch [ns]
alt_s2_endtime	int64	Alternate S2 end time since unix epoch [ns]
s2_area	float32	Main S2 area, uncorrected [PE]
alt_s2_area	float32	Alternate S2 area, uncorrected [PE]
s2_n_channels	int16	Main S2 count of contributing PMTs
alt_s2_n_channels	int16	Alternate S2 count of contributing PMTs
s2_top_n_channels	int16	Main S2 count of contributing top PMTs
alt_s2_top_n_channels	int16	Alternate S2 count of contributing top PMTs
s2_n_hits	int32	Main S2 count of hits contributing at least one sample to the peak
alt_s2_n_hits	int32	Alternate S2 count of hits contributing at least one sample to the peak
s2_proximity_score	float32	Main S2 proximity score in (time, space)
alt_s2_proximity_score	float32	Alternate S2 proximity score in (time, space)
s2_n_competing_left	int32	Main S2 number of competing peaks left of the main peak
alt_s2_n_competing_left	int32	Alternate S2 number of competing peaks left of the main peak
s2_n_competing	int32	Main S2 number of competing peaks
alt_s2_n_competing	int32	Alternate S2 number of competing peaks
s2_max_pmt	int16	Main S2 PMT number which contributes the most PE
alt_s2_max_pmt	int16	Alternate S2 PMT number which contributes the most PE
s2_max_pmt_area	float32	Main S2 area in the largest-contributing PMT (PE)
alt_s2_max_pmt_area	float32	Alternate S2 area in the largest-contributing PMT (PE)
s2_range_50p_area	float32	Main S2 width, 50% area [ns]
alt_s2_range_50p_area	float32	Alternate S2 width, 50% area [ns]
s2_range_90p_area	float32	Main S2 width, 90% area [ns]
alt_s2_range_90p_area	float32	Alternate S2 width, 90% area [ns]
s2_rise_time	float32	Main S2 time between 10% and 50% area quantiles [ns]
alt_s2_rise_time	float32	Alternate S2 time between 10% and 50% area quantiles [ns]
s2_area_fraction_top	float32	Main S2 fraction of area seen by the top PMT array
alt_s2_area_fraction_top	float32	Alternate S2 fraction of area seen by the top PMT array
s2_tight_coincidence	int16	Main S2 channel within tight range of mean
alt_s2_tight_coincidence	int16	Alternate S2 channel within tight range of mean
s2_n_saturated_channels	int16	Main S2 total number of saturated channels
alt_s2_n_saturated_channels	int16	Alternate S2 total number of saturated channels
s2_merged	bool	Main S2 is merged from peaklets
alt_s2_merged	bool	Alternate S2 is merged from peaklets
s2_vanilla_type	int8	Main S2 Vanilla type of the peak(let)
alt_s2_vanilla_type	int8	Alternate S2 Vanilla type of the peak(let)
s2_som_type	int8	Main S2 SOM type of the peak(let)
alt_s2_som_type	int8	Alternate S2 SOM type of the peak(let)
s2_som_sub_type	int32	Main S2 SOM subtype of the peak(let)
alt_s2_som_sub_type	int32	Alternate S2 SOM subtype of the peak(let)
s2_loc_x_som	int16	Main S2 x location of the peak(let) in the SOM
alt_s2_loc_x_som	int16	Alternate S2 x location of the peak(let) in the SOM
s2_loc_y_som	int16	Main S2 y location of the peak(let) in the SOM
alt_s2_loc_y_som	int16	Alternate S2 y location of the peak(let) in the SOM
alt_s2_interaction_drift_time	float32	Drift time using alternate S2 [ns]
alt_s2_delay	int32	Time between main and alternate S2 [ns]
s1_max_diff	int32	Main S1 largest time difference between apexes of hits [ns]
alt_s1_max_diff	int32	Alternate S1 largest time difference between apexes of hits [ns]
s1_min_diff	int32	Main S1 smallest time difference between apexes of hits [ns]
alt_s1_min_diff	int32	Alternate S1 smallest time difference between apexes of hits [ns]
s1_first_channel	int16	Main S1 first channel/PMT number (sorted by apexes of hits)
alt_s1_first_channel	int16	Alternate S1 first channel/PMT number (sorted by apexes of hits)
s1_last_channel	int16	Main S1 last channel/PMT number (sorted by apexes of hits)
alt_s1_last_channel	int16	Alternate last channel/PMT number (sorted by apexes of hits)
s2_x	float32	Main S2 reconstructed X position, uncorrected [cm]
s2_y	float32	Main S2 reconstructed Y position, uncorrected [cm]
alt_s2_x	float32	Alternate S2 reconstructed X position, uncorrected [cm]
alt_s2_y	float32	Alternate S2 reconstructed Y position, uncorrected [cm]
area_before_main_s2	float32	Sum of areas before Main S2 [PE]
large_s2_before_main_s2_area	float32	The largest S2 before the Main S2 [PE]
large_s2_before_main_s2_index	int32	Index of the largest S2 before the Main S2
large_s2_before_main_s2_center_time	int64	Center time of the largest S2 before the Main S2 [ns]
large_s2_after_main_s2_area	float32	The largest S2 after the Main S2 [PE]
large_s2_after_main_s2_index	int32	Index of the largest S2 after the Main S2
large_s2_after_main_s2_center_time	int64	Center time of the largest S2 after the Main S2 [ns]
s2_x_cnf	float32	Main S2 cnf-reconstructed X position, uncorrected [cm]
s2_y_cnf	float32	Main S2 cnf-reconstructed Y position, uncorrected [cm]
alt_s2_x_cnf	float32	Alternate S2 cnf-reconstructed X position, uncorrected [cm]
alt_s2_y_cnf	float32	Alternate S2 cnf-reconstructed Y position, uncorrected [cm]
s2_x_mlp	float32	Main S2 mlp-reconstructed X position, uncorrected [cm]
s2_y_mlp	float32	Main S2 mlp-reconstructed Y position, uncorrected [cm]
alt_s2_x_mlp	float32	Alternate S2 mlp-reconstructed X position, uncorrected [cm]
alt_s2_y_mlp	float32	Alternate S2 mlp-reconstructed Y position, uncorrected [cm]
x	float32	Main interaction x-position, field-distortion corrected (cm)
alt_s1_x_fdc	float32	Alternative S1 interaction (rel. main S2) x-position, field-distortion corrected (cm)
alt_s2_x_fdc	float32	Alternative S2 interaction (rel. main S1) x-position, field-distortion corrected (cm)
y	float32	Main interaction y-position, field-distortion corrected (cm)
alt_s1_y_fdc	float32	Alternative S1 interaction (rel. main S2) y-position, field-distortion corrected (cm)
alt_s2_y_fdc	float32	Alternative S2 interaction (rel. main S1) y-position, field-distortion corrected (cm)
r	float32	Main interaction r-position, field-distortion corrected (cm)
alt_s1_r_fdc	float32	Alternative S1 interaction (rel. main S2) r-position, field-distortion corrected (cm)
alt_s2_r_fdc	float32	Alternative S2 interaction (rel. main S1) r-position, field-distortion corrected (cm)
z	float32	Interaction z-position, corrected to non-uniform drift velocity (cm)
z_dv_corr	float32	Interaction z-position, corrected to non-uniform drift velocity, duplicated (cm)
alt_s1_z	float32	Alternative S1 z-position (rel. main S2), corrected to non-uniform drift velocity (cm)
alt_s1_z_dv_corr	float32	Alternative S1 z-position (rel. main S2), corrected to non-uniform drift velocity, duplicated (cm)
alt_s2_z	float32	Alternative S2 z-position (rel. main S1), corrected to non-uniform drift velocity (cm)
alt_s2_z_dv_corr	float32	Alternative S2 z-position (rel. main S1), corrected to non-uniform drift velocity, duplicated (cm)
r_naive	float32	Main interaction r-position with observed position (cm)
alt_s1_r_naive	float32	Alternative S1 interaction (rel. main S2) r-position with observed position (cm)
alt_s2_r_naive	float32	Alternative S2 interaction (rel. main S1) r-position with observed position (cm)
z_naive	float32	Main interaction z-position with observed position (cm)
alt_s1_z_naive	float32	Alternative S1 interaction (rel. main S2) z-position with observed position (cm)
alt_s2_z_naive	float32	Alternative S2 interaction (rel. main S1) z-position with observed position (cm)
r_field_distortion_correction	float32	Correction added to r_naive for field distortion (cm)
alt_s1_r_field_distortion_correction	float32	Correction added to alt_s1_r_naive for field distortion (cm)
alt_s2_r_field_distortion_correction	float32	Correction added to alt_s2_r_naive for field distortion (cm)
z_field_distortion_correction	float32	Correction added to z_naive for field distortion (cm)
alt_s1_z_field_distortion_correction	float32	Correction added to alt_s1_z_naive for field distortion (cm)
alt_s2_z_field_distortion_correction	float32	Correction added to alt_s2_z_naive for field distortion (cm)
alt_s1_theta	float32	Alternative S1 (rel. main S2) interaction angular position (radians)
alt_s2_theta	float32	Alternative S2 (rel. main S1) interaction angular position (radians)
theta	float32	Main interaction angular position (radians)

option	default	current	help
event_info_function	pre_apply_function	<OMITTED>	Function that must be applied to all event_info data. Do not change.

------------------ energy_estimates -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `EnergyEstimates `_ Data kind: events Plugin which converts cS1 and cS2 into energies (from PE to KeVee). Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
e_light	float32	Energy in light signal [keVee]
e_charge	float32	Energy in charge signal [keVee]
e_ces	float32	Energy estimate [keVee]
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help
g1	bodega://g1?bodega_version=v2	<OMITTED>	S1 gain in PE / photons produced
g2	bodega://g2?bodega_version=v2	<OMITTED>	S2 gain in PE / electrons produced
lxe_w	0.0137	<OMITTED>	LXe work function in quanta/keV

------------------ event_pattern_fit -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `EventPatternFit `_ Data kind: events Plugin that provides patter information for events. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
s2_2llh	float32	Modified Poisson likelihood value for main S2 in the event
s2_neural_2llh	float32	Data-driven based likelihood value for main S2 in the event
alt_s2_2llh	float32	Modified Poisson likelihood value for alternative S2
alt_s2_neural_2llh	float32	Data-driven based likelihood value for alternative S2 in the event
s1_2llh	float32	Modified Poisson likelihood value for main S1
s1_top_2llh	float32	Modified Poisson likelihood value for main S1, calculated from top array
s1_bottom_2llh	float32	Modified Poisson likelihood value for main S1, calculated from bottom array
s1_area_fraction_top_continuous_probability	float32	Continuous binomial test for S1 area fraction top
s1_area_fraction_top_discrete_probability	float32	Discrete binomial test for S1 area fraction top
s1_photon_fraction_top_continuous_probability	float32	Continuous binomial test for S1 photon fraction top
s1_photon_fraction_top_discrete_probability	float32	Discrete binomial test for S1 photon fraction top
alt_s1_area_fraction_top_continuous_probability	float32	Continuous binomial test for alternative S1 area fraction top
alt_s1_area_fraction_top_discrete_probability	float32	Discrete binomial test for alternative S1 area fraction top
alt_s1_photon_fraction_top_continuous_probability	float32	Continuous binomial test for alternative S1 photon fraction top
alt_s1_photon_fraction_top_discrete_probability	float32	Discrete binomial test for alternative S1 photon fraction top
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help
default_reconstruction_algorithm	cnf	<OMITTED>	default reconstruction algorithm that provides (x,y)
electron_drift_time_gate	xedocs://e...ion=ONLINE	<OMITTED>	Electron drift time from the gate in ns
electron_drift_velocity	xedocs://e...ion=ONLINE	<OMITTED>	Vertical electron drift velocity in cm/ns (1e4 m/ms)
gain_model	<OMITTED>	list-to-array://xedocs://pmt_area_to_pes?as_list=True&sort=pmt&detector=tpc&run_id=plugin.run_id&version=ONLINE&attr=value	PMT gain model. Specify as (model_type, model_config)
max_r_pattern_fit	66.4	<OMITTED>	Maximal radius of the peaks where llh calculation will be performed
mean_pe_per_photon	1.2	<OMITTED>	Mean of full VUV single photon response
n_top_pmts	<OMITTED>	253	Number of top TPC PMTs
n_tpc_pmts	<OMITTED>	494	Number of TPC PMTs
s1_aft_map	itp_map://...ion=ONLINE	<OMITTED>
s1_min_area_pattern_fit	2	<OMITTED>	Skip EventPatternFit reconstruction if S1 area (PE) is less than this
s1_optical_map	itp_map://...kl?fmt=pkl	<OMITTED>	S1 (x, y, z) optical/pattern map.
s2_min_area_pattern_fit	10	<OMITTED>	Skip EventPatternFit reconstruction if S2 area (PE) is less than this
s2_optical_map	itp_map://...kl?fmt=pkl	<OMITTED>	S2 (x, y) optical/pattern map.
s2_tf_model	tf://resou...ister=True	<OMITTED>	S2 (x, y) optical data-driven model
store_per_channel	False	<OMITTED>	Store normalized LLH per channel for each peak

------------------ veto_proximity -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `VetoProximity `_ Data kind: events Find the closest next/previous veto start w.r.t. the event time or when a busy happens during an event. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]
veto_busy_overlap	int64	Duration of event overlapping with "busy"-veto [ns]
time_to_previous_busy	int64	Time (absolute value) to previous "busy"-veto from "time" of event [ns]
time_to_next_busy	int64	Time (absolute value) to next "busy"-veto from "endtime" of event [ns]
veto_busy_he_overlap	int64	Duration of event overlapping with "busy_he"-veto [ns]
time_to_previous_busy_he	int64	Time (absolute value) to previous "busy_he"-veto from "time" of event [ns]
time_to_next_busy_he	int64	Time (absolute value) to next "busy_he"-veto from "endtime" of event [ns]
veto_hev_overlap	int64	Duration of event overlapping with "hev"-veto [ns]
time_to_previous_hev	int64	Time (absolute value) to previous "hev"-veto from "time" of event [ns]
time_to_next_hev	int64	Time (absolute value) to next "hev"-veto from "endtime" of event [ns]
veto_straxen_deadtime_overlap	int64	Duration of event overlapping with "straxen_deadtime"-veto [ns]
time_to_previous_straxen_deadtime	int64	Time (absolute value) to previous "straxen_deadtime"-veto from "time" of event [ns]
time_to_next_straxen_deadtime	int64	Time (absolute value) to next "straxen_deadtime"-veto from "endtime" of event [ns]

option	default	current	help
event_window_fields	(time, endtime)	<OMITTED>	Fields to determine where to look for overlaps for using this plugin in the events. The default uses start and endtime of an event, but this can also be the S1 or S2 start/endtime

------------------ corrected_areas -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `CorrectedAreas `_ Data kind: events Plugin which applies light collection efficiency maps and electron life time to the data. Computes the cS1/cS2 for the main/alternative S1/S2 as well as the corrected life time. Note: Please be aware that for both, the main and alternative S1, the area is corrected according to the xy-position of the main S2. There are now 3 components of cS2s: cs2_top, cS2_bottom and cs2. cs2_top and cs2_bottom are corrected by the corresponding maps, and cs2 is the sum of the two. N-1 corrections are also provided, where each variable has all corrections applied except for one specific correction. This allows studying the impact of individual corrections. The following corrections are applied: - Peak reconstruction bias correction (corrects for bias in peak finding algorithm) - S1 xyz correction (light collection efficiency) - S2 xy correction (light collection efficiency) - Time-dependent light yield correction - Single electron gain (SEG) and extraction efficiency (EE) correction (partition,time) - Photoionization correction for S2 bottom - Electron lifetime correction - Time-dependent charge yield correction Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]
cs1	float32	Corrected area of main S1 [PE]
cs1_wo_timecorr	float32	Corrected area of main S1 (without rel LY evolution correction) [PE]
cs1_wo_xyzcorr	float32	Corrected area of main S1 (without xyz position correction) [PE]
cs1_wo_peakbiascorr	float32	Corrected area of main S1 (without peak bias correction) [PE]
cs2	float32	Corrected area of main S2 [PE]
cs2_area_fraction_top	float32	Fraction of area seen by the top PMT array for corrected main S2
cs2_w_bias	float32	Corrected area of main S2 (including peak bias, excluding S2 xy + SEG/EE + photoionization + relative charge yield + elife) [PE]
cs2_area_fraction_top_w_bias	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias, excluding S2 xy + SEG/EE + photoionization + relative charge yield + elife)
cs2_w_bias_xy	float32	Corrected area of main S2 (including peak bias + S2 xy, excluding SEG/EE + photoionization + relative charge yield + elife) [PE]
cs2_area_fraction_top_w_bias_xy	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy, excluding SEG/EE + photoionization + relative charge yield + elife)
cs2_w_bias_segee	float32	Corrected area of main S2 (including peak bias + SEG/EE, excluding S2 xy + photoionization + relative charge yield + elife) [PE]
cs2_area_fraction_top_w_bias_segee	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + SEG/EE, excluding S2 xy + photoionization + relative charge yield + elife)
cs2_w_bias_xy_segee	float32	Corrected area of main S2 (including peak bias + S2 xy + SEG/EE, excluding photoionization + relative charge yield + elife) [PE]
cs2_area_fraction_top_w_bias_xy_segee	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy + SEG/EE, excluding photoionization + relative charge yield + elife)
cs2_w_bias_xy_elife	float32	Corrected area of main S2 (including peak bias + S2 xy + elife, excluding SEG/EE + photoionization + relative charge yield) [PE]
cs2_area_fraction_top_w_bias_xy_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy + elife, excluding SEG/EE + photoionization + relative charge yield)
cs2_w_elife	float32	Corrected area of main S2 (including elife, excluding peak bias + S2 xy + SEG/EE + photoionization + relative charge yield) [PE]
cs2_area_fraction_top_w_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including elife, excluding peak bias + S2 xy + SEG/EE + photoionization + relative charge yield)
cs2_w_xy_elife	float32	Corrected area of main S2 (including S2 xy + elife, excluding peak bias + SEG/EE + photoionization + relative charge yield) [PE]
cs2_area_fraction_top_w_xy_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including S2 xy + elife, excluding peak bias + SEG/EE + photoionization + relative charge yield)
cs2_w_xy_segee_pi_elife	float32	Corrected area of main S2 (including S2 xy + SEG/EE + photoionization + elife, excluding peak bias + relative charge yield) [PE]
cs2_area_fraction_top_w_xy_segee_pi_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including S2 xy + SEG/EE + photoionization + elife, excluding peak bias + relative charge yield)
cs2_w_bias_segee_pi_elife	float32	Corrected area of main S2 (including peak bias + SEG/EE + photoionization + elife, excluding S2 xy + relative charge yield) [PE]
cs2_area_fraction_top_w_bias_segee_pi_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + SEG/EE + photoionization + elife, excluding S2 xy + relative charge yield)
cs2_w_bias_xy_pi_elife	float32	Corrected area of main S2 (including peak bias + S2 xy + photoionization + elife, excluding SEG/EE + relative charge yield) [PE]
cs2_area_fraction_top_w_bias_xy_pi_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy + photoionization + elife, excluding SEG/EE + relative charge yield)
cs2_w_bias_xy_segee_elife	float32	Corrected area of main S2 (including peak bias + S2 xy + SEG/EE + elife, excluding photoionization + relative charge yield) [PE]
cs2_area_fraction_top_w_bias_xy_segee_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy + SEG/EE + elife, excluding photoionization + relative charge yield)
cs2_w_bias_xy_segee_pi	float32	Corrected area of main S2 (including peak bias + S2 xy + SEG/EE + photoionization, excluding relative charge yield + elife) [PE]
cs2_area_fraction_top_w_bias_xy_segee_pi	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy + SEG/EE + photoionization, excluding relative charge yield + elife)
cs2_w_bias_xy_segee_pi_elife	float32	Corrected area of main S2 (including peak bias + S2 xy + SEG/EE + photoionization + elife, excluding relative charge yield) [PE]
cs2_area_fraction_top_w_bias_xy_segee_pi_elife	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy + SEG/EE + photoionization + elife, excluding relative charge yield)
cs2_w_bias_xy_segee_pi_relcy	float32	Corrected area of main S2 (including peak bias + S2 xy + SEG/EE + photoionization + relative charge yield, excluding elife) [PE]
cs2_area_fraction_top_w_bias_xy_segee_pi_relcy	float32	Fraction of area seen by the top PMT array for corrected main S2 (including peak bias + S2 xy + SEG/EE + photoionization + relative charge yield, excluding elife)
alt_cs1	float32	Corrected area of alternate S1 [PE]
alt_cs1_wo_timecorr	float32	Corrected area of alternate S1 (without rel LY evolution correction) [PE]
alt_cs1_wo_xyzcorr	float32	Corrected area of alternate S1 (without xyz position correction) [PE]
alt_cs1_wo_peakbiascorr	float32	Corrected area of alternate S1 (without peak bias correction) [PE]
alt_cs2	float32	Corrected area of alternate S2 [PE]
alt_cs2_area_fraction_top	float32	Fraction of area seen by the top PMT array for corrected alternate S2
alt_cs2_w_bias	float32	Corrected area of alternate S2 (including peak bias, excluding S2 xy + SEG/EE + photoionization + relative charge yield + elife) [PE]
alt_cs2_area_fraction_top_w_bias	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias, excluding S2 xy + SEG/EE + photoionization + relative charge yield + elife)
alt_cs2_w_bias_xy	float32	Corrected area of alternate S2 (including peak bias + S2 xy, excluding SEG/EE + photoionization + relative charge yield + elife) [PE]
alt_cs2_area_fraction_top_w_bias_xy	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy, excluding SEG/EE + photoionization + relative charge yield + elife)
alt_cs2_w_bias_segee	float32	Corrected area of alternate S2 (including peak bias + SEG/EE, excluding S2 xy + photoionization + relative charge yield + elife) [PE]
alt_cs2_area_fraction_top_w_bias_segee	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + SEG/EE, excluding S2 xy + photoionization + relative charge yield + elife)
alt_cs2_w_bias_xy_segee	float32	Corrected area of alternate S2 (including peak bias + S2 xy + SEG/EE, excluding photoionization + relative charge yield + elife) [PE]
alt_cs2_area_fraction_top_w_bias_xy_segee	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy + SEG/EE, excluding photoionization + relative charge yield + elife)
alt_cs2_w_bias_xy_elife	float32	Corrected area of alternate S2 (including peak bias + S2 xy + elife, excluding SEG/EE + photoionization + relative charge yield) [PE]
alt_cs2_area_fraction_top_w_bias_xy_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy + elife, excluding SEG/EE + photoionization + relative charge yield)
alt_cs2_w_elife	float32	Corrected area of alternate S2 (including elife, excluding peak bias + S2 xy + SEG/EE + photoionization + relative charge yield) [PE]
alt_cs2_area_fraction_top_w_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including elife, excluding peak bias + S2 xy + SEG/EE + photoionization + relative charge yield)
alt_cs2_w_xy_elife	float32	Corrected area of alternate S2 (including S2 xy + elife, excluding peak bias + SEG/EE + photoionization + relative charge yield) [PE]
alt_cs2_area_fraction_top_w_xy_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including S2 xy + elife, excluding peak bias + SEG/EE + photoionization + relative charge yield)
alt_cs2_w_xy_segee_pi_elife	float32	Corrected area of alternate S2 (including S2 xy + SEG/EE + photoionization + elife, excluding peak bias + relative charge yield) [PE]
alt_cs2_area_fraction_top_w_xy_segee_pi_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including S2 xy + SEG/EE + photoionization + elife, excluding peak bias + relative charge yield)
alt_cs2_w_bias_segee_pi_elife	float32	Corrected area of alternate S2 (including peak bias + SEG/EE + photoionization + elife, excluding S2 xy + relative charge yield) [PE]
alt_cs2_area_fraction_top_w_bias_segee_pi_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + SEG/EE + photoionization + elife, excluding S2 xy + relative charge yield)
alt_cs2_w_bias_xy_pi_elife	float32	Corrected area of alternate S2 (including peak bias + S2 xy + photoionization + elife, excluding SEG/EE + relative charge yield) [PE]
alt_cs2_area_fraction_top_w_bias_xy_pi_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy + photoionization + elife, excluding SEG/EE + relative charge yield)
alt_cs2_w_bias_xy_segee_elife	float32	Corrected area of alternate S2 (including peak bias + S2 xy + SEG/EE + elife, excluding photoionization + relative charge yield) [PE]
alt_cs2_area_fraction_top_w_bias_xy_segee_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy + SEG/EE + elife, excluding photoionization + relative charge yield)
alt_cs2_w_bias_xy_segee_pi	float32	Corrected area of alternate S2 (including peak bias + S2 xy + SEG/EE + photoionization, excluding relative charge yield + elife) [PE]
alt_cs2_area_fraction_top_w_bias_xy_segee_pi	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy + SEG/EE + photoionization, excluding relative charge yield + elife)
alt_cs2_w_bias_xy_segee_pi_elife	float32	Corrected area of alternate S2 (including peak bias + S2 xy + SEG/EE + photoionization + elife, excluding relative charge yield) [PE]
alt_cs2_area_fraction_top_w_bias_xy_segee_pi_elife	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy + SEG/EE + photoionization + elife, excluding relative charge yield)
alt_cs2_w_bias_xy_segee_pi_relcy	float32	Corrected area of alternate S2 (including peak bias + S2 xy + SEG/EE + photoionization + relative charge yield, excluding elife) [PE]
alt_cs2_area_fraction_top_w_bias_xy_segee_pi_relcy	float32	Fraction of area seen by the top PMT array for corrected alternate S2 (including peak bias + S2 xy + SEG/EE + photoionization + relative charge yield, excluding elife)

option	default	current	help
avg_se_gain	xedocs://a...attr=value	<OMITTED>	Nominal single electron (SE) gain in PE / electron extracted. Data will be corrected to this value
b_rel_light_yield	0.0	<OMITTED>	b parameter for z-dependent relative light yield correction
check_s2_only_aft	True	<OMITTED>	Whether to check NaN AFT of S2-Only events
cs2_bottom_top_ratio_correction	1	<OMITTED>	Scaling factor for cS2 AFT correction due to photoionization
default_reconstruction_algorithm	cnf	<OMITTED>	default reconstruction algorithm that provides (x,y)
elife	xedocs://e...ion=ONLINE	<OMITTED>	electron lifetime in [ns]
rel_charge_yield	1	<OMITTED>	Relative charge yield for SR2 only
rel_extraction_eff	take://obj...ion=ONLINE	<OMITTED>	Relative extraction efficiency for this run (allows for time dependence)
rel_light_yield	xedocs://r...ion=ONLINE	<OMITTED>	Relative light yield (allows for time dependence)
s1_bias_map	itp_map://...ion=ONLINE	<OMITTED>	Interpolation map for S1 peak bias correction. Bias is defined as (reconstructed / raw) - 1.So, the bias correction is reconstructed / (1 + bias).
s1_xyz_map	xedocs://s...ion=ONLINE	<OMITTED>
s2_bias_map	itp_map://...ion=ONLINE	<OMITTED>	Interpolation map for S2 peak bias correction. Bias is defined as (reconstructed / raw) - 1.So, the bias correction is reconstructed / (1 + bias).
s2_xy_map	xedocs://s...ion=ONLINE	<OMITTED>
se_gain	take://obj...ion=ONLINE	<OMITTED>	Actual SE gain for a given run (allows for time dependence)
single_electron_gain_partition	{'linear': 28, 'circular': 60}	<OMITTED>	Two distinct patterns of evolution of single electron corrections between AB and CD. Distinguish thanks to linear and circular regions
slope_rel_light_yield	0.0	<OMITTED>	Slope parameter for z-dependent relative light yield correction

------------------ event_ambience -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `EventAmbience `_ Data kind: events Save Ambience of the main S1 and main S2 in the event. References: * v0.0.4 reference: xenon:xenonnt:ac:prediction:shadow_ambience * v0.1.0 reference: xenon:xenonnt:analysis:redefine_n_competing Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
s1_n_lh_before	int16	Number of lh before main S1
s2_n_lh_before	int16	Number of lh before main S2
s1_n_s0_before	int16	Number of s0 before main S1
s2_n_s0_before	int16	Number of s0 before main S2
s1_n_s1_before	int16	Number of s1 before main S1
s2_n_s1_before	int16	Number of s1 before main S2
s1_n_s2_before	int16	Number of s2 before main S1
s2_n_s2_before	int16	Number of s2 before main S2
s1_n_s2_near	int16	Number of s2 near main S1
s2_n_s2_near	int16	Number of s2 near main S2
s1_s_before	float32	Sum of small hits and peaks before main S1
s2_s_before	float32	Sum of small hits and peaks before main S2
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help

------------------ event_nearest_triggering -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `EventNearestTriggering `_ Data kind: events Time difference and properties of the nearest triggering peaks of main peaks of events. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
s1_left_dtime	int64	time difference of the nearest triggering peak on the left of main S1 [ns]
s1_left_time	int64	time of the nearest triggering peak on the left of main S1 [ns]
s1_left_endtime	int64	endtime of the nearest triggering peak on the left of main S1 [ns]
s1_left_center_time	int64	center_time of the nearest triggering peak on the left of main S1 [ns]
s1_left_type	int8	type of the nearest triggering peak on the left of main S1
s1_left_proximity_score	float32	proximity_score of the nearest triggering peak on the left of main S1
s1_left_n_competing_left	int32	n_competing_left of the nearest triggering peak on the left of main S1
s1_left_n_competing	int32	n_competing of the nearest triggering peak on the left of main S1
s1_left_area	float32	area of the nearest triggering peak on the left of main S1 [PE]
s1_right_dtime	int64	time difference of the nearest triggering peak on the right of main S1 [ns]
s1_right_time	int64	time of the nearest triggering peak on the right of main S1 [ns]
s1_right_endtime	int64	endtime of the nearest triggering peak on the right of main S1 [ns]
s1_right_center_time	int64	center_time of the nearest triggering peak on the right of main S1 [ns]
s1_right_type	int8	type of the nearest triggering peak on the right of main S1
s1_right_proximity_score	float32	proximity_score of the nearest triggering peak on the right of main S1
s1_right_n_competing_left	int32	n_competing_left of the nearest triggering peak on the right of main S1
s1_right_n_competing	int32	n_competing of the nearest triggering peak on the right of main S1
s1_right_area	float32	area of the nearest triggering peak on the right of main S1 [PE]
s2_left_dtime	int64	time difference of the nearest triggering peak on the left of main S2 [ns]
s2_left_time	int64	time of the nearest triggering peak on the left of main S2 [ns]
s2_left_endtime	int64	endtime of the nearest triggering peak on the left of main S2 [ns]
s2_left_center_time	int64	center_time of the nearest triggering peak on the left of main S2 [ns]
s2_left_type	int8	type of the nearest triggering peak on the left of main S2
s2_left_proximity_score	float32	proximity_score of the nearest triggering peak on the left of main S2
s2_left_n_competing_left	int32	n_competing_left of the nearest triggering peak on the left of main S2
s2_left_n_competing	int32	n_competing of the nearest triggering peak on the left of main S2
s2_left_area	float32	area of the nearest triggering peak on the left of main S2 [PE]
s2_right_dtime	int64	time difference of the nearest triggering peak on the right of main S2 [ns]
s2_right_time	int64	time of the nearest triggering peak on the right of main S2 [ns]
s2_right_endtime	int64	endtime of the nearest triggering peak on the right of main S2 [ns]
s2_right_center_time	int64	center_time of the nearest triggering peak on the right of main S2 [ns]
s2_right_type	int8	type of the nearest triggering peak on the right of main S2
s2_right_proximity_score	float32	proximity_score of the nearest triggering peak on the right of main S2
s2_right_n_competing_left	int32	n_competing_left of the nearest triggering peak on the right of main S2
s2_right_n_competing	int32	n_competing of the nearest triggering peak on the right of main S2
s2_right_area	float32	area of the nearest triggering peak on the right of main S2 [PE]
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help

------------------ event_position_contour -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `EventPositionContour `_ Data kind: events A strax plugin that computes event position contours and applies field distortion corrections using the conditional normalising flow model. For information on the model, see note_. .. _note: https://xe1t-wiki.lngs.infn.it/doku.php?id=xenon:xenonnt:juehang:flow_posrec_proposal_sr2 # noqa: E501 This plugin calculates position contours for S2 and alternative S2 signals, and applies field distortion corrections to improve the accuracy of position reconstruction. Attributes: __version__ (str): Version of the plugin. depends_on (tuple): Input data types required for this plugin. provides (str): Output data type provided by this plugin. compressor (str): Compression algorithm used for data storage. data_kind (str): Kind of data this plugin processes. Configuration options: n_poly (int): Number of points in the uncertainty contour. electron_drift_velocity (float): Electron drift velocity in cm/ns. fdc_map (str): Path to the 3D field distortion correction map. use_fdc_for_contour (bool): Whether to use full FDC for position reconstruction uncertainty contours. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
s2_position_contour_cnf	('<f4', (17, 2))	Position uncertainty contour for main S2
s2_position_contour_area_cnf	float32	Area in position uncertainty contour for main S2
alt_s2_position_contour_cnf	('<f4', (17, 2))	Position uncertainty contour for alternative S2
alt_s2_position_contour_area_cnf	float32	Area in position uncertainty contour for alternative S2
position_contour_cnf_fdc	('<f4', (17, 2))	Position uncertainty contour, field-distortion corrected (cm)
x_cnf_fdc	float32	Reconstructed cnf S2 X position, field-distortion corrected (cm)
y_cnf_fdc	float32	Reconstructed cnf S2 Y position, field-distortion corrected (cm)
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help
default_reconstruction_algorithm	cnf	<OMITTED>	default reconstruction algorithm that provides (x,y)
electron_drift_velocity	xedocs://e...ion=ONLINE	<OMITTED>	Vertical electron drift velocity in cm/ns (1e4 m/ms)
fdc_map	xedocs://f...ion=ONLINE	<OMITTED>	3D field distortion correction map path
n_poly	16	<OMITTED>	Size of uncertainty contour
use_fdc_for_contour	False	<OMITTED>	Whether to use full FDC for position reconstruction uncertainty contours. Uses the FDC of the central point if false.

------------------ event_s1_positions_cnn -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `EventS1PositionCNN `_ Data kind: events CNN for (x,y,z) position S1 reconstruction at event level. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
event_x_s1_cnn	float32	Reconstructed s1_cnn S1 X position (cm), uncorrected
event_y_s1_cnn	float32	Reconstructed s1_cnn S1 Y position (cm), uncorrected
event_z_s1_cnn	float32	Reconstructed s1_cnn S1 Z position (cm), uncorrected
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help
min_s1_area_s1_posrec	1000	<OMITTED>	Skip reconstruction if area (PE) is less than this
n_top_pmts	253	253	Number of top PMTs
tf_model_s1_cnn	tf://resou...attr=value	<OMITTED>	s1 position 3d reconstruction cnn model. Should be opened using the "tf" descriptor. Set to "None" to skip computation

------------------ event_s2_positions_mlp -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `EventS2PositionMLP `_ Data kind: events MLP neural net for S2 position reconstruction at event level. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
event_s2_x_mlp	float32	Reconstructed mlp S2 X position (cm), uncorrected
event_s2_y_mlp	float32	Reconstructed mlp S2 Y position (cm), uncorrected
event_alt_s2_x_mlp	float32	Reconstructed mlp alt S2 X position (cm), uncorrected
event_alt_s2_y_mlp	float32	Reconstructed mlp alt S2 Y position (cm), uncorrected
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help
min_reconstruction_area	0	<OMITTED>	Skip reconstruction if area (PE) is less than this
n_top_pmts	253	253	Number of top PMTs
tf_model_mlp	tf://resou...t=abs_path	<OMITTED>	MLP model. Should be opened using the "tf" descriptor. Set to "None" to skip computation

------------------ event_se_score -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `EventSEScore `_ Data kind: events This plugin is designed to calculate the single electron rate density for main and alt S2 in events. References: * v0.0.0: xenon:xenonnt:analysis:hot_spot_cut_summary * v0.1.0: xenon:xenonnt:ac:sr1:hotspot_veto_cut:wimp_roi Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
s1_se_score	float32	Neiboring single-electron score of main S1
alt_s1_se_score	float32	Neiboring single-electron score of alternate S1
s2_se_score	float32	Neiboring single-electron score of main S2
alt_s2_se_score	float32	Neiboring single-electron score of alternate S2
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help

------------------ event_shadow -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `EventShadow `_ Data kind: events This plugin can calculate shadow for main S1 and main S2 in events. It also gives the position information of the previous peaks. References: * v0.1.4 reference: xenon:xenonnt:ac:prediction:shadow_ambience Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
s1_shadow_s1_time_shadow	float32	Largest time shadow casting from previous s1 to main S1 [PE/ns]
s1_dt_s1_time_shadow	int64	Time difference from the previous s1 casting largest time shadow to main S1 [ns]
s1_nearest_s1	float32	The nearest previous large s1 to main S1 [ns]
s1_nearest_dt_s1	int64	Time difference from the nearest previous large s1 to main S1 [ns]
s1_shadow_s2_time_shadow	float32	Largest time shadow casting from previous s2 to main S1 [PE/ns]
s1_dt_s2_time_shadow	int64	Time difference from the previous s2 casting largest time shadow to main S1 [ns]
s1_x_s2_time_shadow	float32	X of previous s2 peak casting largest time shadow on main S1 [cm]
s1_y_s2_time_shadow	float32	Y of previous s2 peak casting largest time shadow on main S1 [cm]
s1_nearest_s2	float32	The nearest previous large s2 to main S1 [ns]
s1_nearest_dt_s2	int64	Time difference from the nearest previous large s2 to main S1 [ns]
s1_shadow_s2_position_shadow	float32	Largest position shadow casting from previous s2 to main S1 [PE/ns]
s1_dt_s2_position_shadow	int64	Time difference from the previous s2 casting largest position shadow to main S1 [ns]
s1_x_s2_position_shadow	float32	X of previous s2 peak casting largest position shadow on main S1 [cm]
s1_y_s2_position_shadow	float32	Y of previous s2 peak casting largest position shadow on main S1 [cm]
s1_pdf_s2_position_shadow	float32	PDF describing correlation between previous s2 and main S1
s2_shadow_s1_time_shadow	float32	Largest time shadow casting from previous s1 to main S2 [PE/ns]
s2_dt_s1_time_shadow	int64	Time difference from the previous s1 casting largest time shadow to main S2 [ns]
s2_nearest_s1	float32	The nearest previous large s1 to main S2 [ns]
s2_nearest_dt_s1	int64	Time difference from the nearest previous large s1 to main S2 [ns]
s2_shadow_s2_time_shadow	float32	Largest time shadow casting from previous s2 to main S2 [PE/ns]
s2_dt_s2_time_shadow	int64	Time difference from the previous s2 casting largest time shadow to main S2 [ns]
s2_x_s2_time_shadow	float32	X of previous s2 peak casting largest time shadow on main S2 [cm]
s2_y_s2_time_shadow	float32	Y of previous s2 peak casting largest time shadow on main S2 [cm]
s2_nearest_s2	float32	The nearest previous large s2 to main S2 [ns]
s2_nearest_dt_s2	int64	Time difference from the nearest previous large s2 to main S2 [ns]
s2_shadow_s2_position_shadow	float32	Largest position shadow casting from previous s2 to main S2 [PE/ns]
s2_dt_s2_position_shadow	int64	Time difference from the previous s2 casting largest position shadow to main S2 [ns]
s2_x_s2_position_shadow	float32	X of previous s2 peak casting largest position shadow on main S2 [cm]
s2_y_s2_position_shadow	float32	Y of previous s2 peak casting largest position shadow on main S2 [cm]
s2_pdf_s2_position_shadow	float32	PDF describing correlation between previous s2 and main S2
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help

------------------ event_top_bottom_params -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `EventTopBottomParams `_ Data kind: events Pluging that computes timing characteristics of top and bottom waveforms based on waveforms stored at event level for main/alt S1/S2. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
s1_center_time_top	int64	Central time for main S1 for top PMTs [ns]
s1_rise_time_top	float32	Time between 10% and 50% area quantiles for main S1 for top PMTs [ns]
s1_range_50p_area_top	float32	Width (in ns) of the central 50% area of the peak for top PMTs of main S1
s1_range_90p_area_top	float32	Width (in ns) of the central 90% area of the peak for top PMTs of main S1
s1_center_time_bot	int64	Central time for main S1 for bot PMTs [ns]
s1_rise_time_bot	float32	Time between 10% and 50% area quantiles for main S1 for bot PMTs [ns]
s1_range_50p_area_bot	float32	Width (in ns) of the central 50% area of the peak for bot PMTs of main S1
s1_range_90p_area_bot	float32	Width (in ns) of the central 90% area of the peak for bot PMTs of main S1
s1_center_time_diff_top_bot	int64	Difference between center times of top and bottom arrays for main S1 [ns]
s2_center_time_top	int64	Central time for main S2 for top PMTs [ns]
s2_rise_time_top	float32	Time between 10% and 50% area quantiles for main S2 for top PMTs [ns]
s2_range_50p_area_top	float32	Width (in ns) of the central 50% area of the peak for top PMTs of main S2
s2_range_90p_area_top	float32	Width (in ns) of the central 90% area of the peak for top PMTs of main S2
s2_center_time_bot	int64	Central time for main S2 for bot PMTs [ns]
s2_rise_time_bot	float32	Time between 10% and 50% area quantiles for main S2 for bot PMTs [ns]
s2_range_50p_area_bot	float32	Width (in ns) of the central 50% area of the peak for bot PMTs of main S2
s2_range_90p_area_bot	float32	Width (in ns) of the central 90% area of the peak for bot PMTs of main S2
s2_center_time_diff_top_bot	int64	Difference between center times of top and bottom arrays for main S2 [ns]
alt_s1_center_time_top	int64	Central time for alternative S1 for top PMTs [ns]
alt_s1_rise_time_top	float32	Time between 10% and 50% area quantiles for alternative S1 for top PMTs [ns]
alt_s1_range_50p_area_top	float32	Width (in ns) of the central 50% area of the peak for top PMTs of alternative S1
alt_s1_range_90p_area_top	float32	Width (in ns) of the central 90% area of the peak for top PMTs of alternative S1
alt_s1_center_time_bot	int64	Central time for alternative S1 for bot PMTs [ns]
alt_s1_rise_time_bot	float32	Time between 10% and 50% area quantiles for alternative S1 for bot PMTs [ns]
alt_s1_range_50p_area_bot	float32	Width (in ns) of the central 50% area of the peak for bot PMTs of alternative S1
alt_s1_range_90p_area_bot	float32	Width (in ns) of the central 90% area of the peak for bot PMTs of alternative S1
alt_s1_center_time_diff_top_bot	int64	Difference between center times of top and bottom arrays for alternative S1 [ns]
alt_s2_center_time_top	int64	Central time for alternative S2 for top PMTs [ns]
alt_s2_rise_time_top	float32	Time between 10% and 50% area quantiles for alternative S2 for top PMTs [ns]
alt_s2_range_50p_area_top	float32	Width (in ns) of the central 50% area of the peak for top PMTs of alternative S2
alt_s2_range_90p_area_top	float32	Width (in ns) of the central 90% area of the peak for top PMTs of alternative S2
alt_s2_center_time_bot	int64	Central time for alternative S2 for bot PMTs [ns]
alt_s2_rise_time_bot	float32	Time between 10% and 50% area quantiles for alternative S2 for bot PMTs [ns]
alt_s2_range_50p_area_bot	float32	Width (in ns) of the central 50% area of the peak for bot PMTs of alternative S2
alt_s2_range_90p_area_bot	float32	Width (in ns) of the central 90% area of the peak for bot PMTs of alternative S2
alt_s2_center_time_diff_top_bot	int64	Difference between center times of top and bottom arrays for alternative S2 [ns]
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help

------------------ gps_sync -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `GpsSync `_ Data kind: events Correct the event times to GPS time. 1. Finds the TTL GPS pulses coming into the AM from the gps module and their pairs coming from the module for the correspondent run. 2. Corrects the timestamp of all events by linearly interpolating between the previous and next sync pulses. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]
t_gps	int64	GPS absolute time [ns]

option	default	current	help
gps_truth_vicinity	4.5	<OMITTED>	+/- time interval in [s] in which the GPS truth should be searched for each GPS pulse.
tpc_internal_delay	{'0': 4917, '020380': 10137, '043040': 0}	<OMITTED>	Internal delay between aqmon and regular TPC channels ins [ns]

------------------ peak_corrections -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `PeakCorrectedAreas `_ Data kind: peaks Pluging to apply corrections on peak level assuming that the main S1 is the only physical S1. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]
cs1_wo_xyzcorr	float32	Bias-corrected S1 area before xyz correction [PE]
cs2_wo_xycorr	float32	Bias-corrected S2 area before xy correction [PE]
cs2_wo_elifecorr	float32	Corrected area of S2 before elife correction (s2 xy correction + SEG/EE correction applied) [PE]
cs2_wo_timecorr	float32	Corrected area of S2 before SEG/EE and elife corrections (s2 xy correction applied) [PE]
cs2_area_fraction_top	float32	Fraction of area seen by the top PMT array for corrected S2
cs2_bottom	float32	Corrected area of S2 in the bottom PMT array [PE]
cs2	float32	Corrected area of S2 [PE]
s1_xyz_correction_factor	float32	Correction factor for the S1 area based on S2 position
s1_rel_light_yield_correction_factor	float32	Relative light yield correction factor for the S1 area
z_obs_ms	float32	z position of the multiscatter peak

option	default	current	help
avg_se_gain	xedocs://a...attr=value	<OMITTED>	Nominal single electron (SE) gain in PE / electron extracted. Data will be corrected to this value
b_rel_light_yield	0.0	<OMITTED>	b parameter for z-dependent relative light yield correction
check_s2_only_aft	True	<OMITTED>	Whether to check NaN AFT of S2-Only events
cs2_bottom_top_ratio_correction	1	<OMITTED>	Scaling factor for cS2 AFT correction due to photoionization
default_reconstruction_algorithm	cnf	<OMITTED>	default reconstruction algorithm that provides (x,y)
electron_drift_time_gate	xedocs://e...ion=ONLINE	<OMITTED>	Electron drift time from the gate in ns
electron_drift_velocity	xedocs://e...ion=ONLINE	<OMITTED>	Vertical electron drift velocity in cm/ns (1e4 m/ms)
elife	xedocs://e...ion=ONLINE	<OMITTED>	electron lifetime in [ns]
rel_charge_yield	1	<OMITTED>	Relative charge yield for SR2 only
rel_extraction_eff	take://obj...ion=ONLINE	<OMITTED>	Relative extraction efficiency for this run (allows for time dependence)
rel_light_yield	xedocs://r...ion=ONLINE	<OMITTED>	Relative light yield (allows for time dependence)
s1_bias_map	itp_map://...ion=ONLINE	<OMITTED>	Interpolation map for S1 peak bias correction. Bias is defined as (reconstructed / raw) - 1.So, the bias correction is reconstructed / (1 + bias).
s1_xyz_map	xedocs://s...ion=ONLINE	<OMITTED>
s2_bias_map	itp_map://...ion=ONLINE	<OMITTED>	Interpolation map for S2 peak bias correction. Bias is defined as (reconstructed / raw) - 1.So, the bias correction is reconstructed / (1 + bias).
s2_xy_map	xedocs://s...ion=ONLINE	<OMITTED>
se_gain	take://obj...ion=ONLINE	<OMITTED>	Actual SE gain for a given run (allows for time dependence)
single_electron_gain_partition	{'linear': 28, 'circular': 60}	<OMITTED>	Two distinct patterns of evolution of single electron corrections between AB and CD. Distinguish thanks to linear and circular regions
slope_rel_light_yield	0.0	<OMITTED>	Slope parameter for z-dependent relative light yield correction

------------------ distinct_channels -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `DistinctChannels `_ Data kind: events Compute the number of contributing PMTs that contribute to the alt_s1 but not to the main S1. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
alt_s1_distinct_channels	int32	Number of PMTs contributing to the secondary S1 that do not contribute to the main S1
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help

------------------ event_area_per_channel -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `EventAreaPerChannel `_ Data kind: events Simple plugin that provides area per channel for main and alternative S1/S2 in the event. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
s1_area_per_channel	('<f4', (494,))	Area per channel for main S1
s1_length	int32	Length of the interval in samples for main S1
s1_dt	int32	Width of one sample for main S1 [ns]
s2_area_per_channel	('<f4', (494,))	Area per channel for main S2
s2_length	int32	Length of the interval in samples for main S2
s2_dt	int32	Width of one sample for main S2 [ns]
alt_s1_area_per_channel	('<f4', (494,))	Area per channel for alternative S1
alt_s1_length	int32	Length of the interval in samples for alternative S1
alt_s1_dt	int32	Width of one sample for alternative S1 [ns]
alt_s2_area_per_channel	('<f4', (494,))	Area per channel for alternative S2
alt_s2_length	int32	Length of the interval in samples for alternative S2
alt_s2_dt	int32	Width of one sample for alternative S2 [ns]
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help
n_top_pmts	253	253	Number of top PMTs

------------------ peak_per_event -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `EventPeaks `_ Data kind: peaks Add event number for peaks and drift times of all s2 depending on the largest s1. Link - https://xe1t-wiki.lngs.infn.it/doku.php?id=weiss:analysis:ms_plugin Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]
drift_time	float32	Drift time between main S1 and S2 in ns
event_number	int64	Event number in this dataset

option	default	current	help

------------------ event_positions -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `EventPositions `_ Data kind: events Computes the observed and corrected position for the main S1/S2 pairs in an event. For XENONnT data, it returns the FDC corrected positions of the default_reconstruction_algorithm. In case the fdc_map is given as a file (not through xedocs), then the coordinate system should be given as (x, y, z), not (x, y, drift_time). Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
x	float32	Main interaction x-position, field-distortion corrected (cm)
alt_s1_x_fdc	float32	Alternative S1 interaction (rel. main S2) x-position, field-distortion corrected (cm)
alt_s2_x_fdc	float32	Alternative S2 interaction (rel. main S1) x-position, field-distortion corrected (cm)
y	float32	Main interaction y-position, field-distortion corrected (cm)
alt_s1_y_fdc	float32	Alternative S1 interaction (rel. main S2) y-position, field-distortion corrected (cm)
alt_s2_y_fdc	float32	Alternative S2 interaction (rel. main S1) y-position, field-distortion corrected (cm)
r	float32	Main interaction r-position, field-distortion corrected (cm)
alt_s1_r_fdc	float32	Alternative S1 interaction (rel. main S2) r-position, field-distortion corrected (cm)
alt_s2_r_fdc	float32	Alternative S2 interaction (rel. main S1) r-position, field-distortion corrected (cm)
z	float32	Interaction z-position, corrected to non-uniform drift velocity (cm)
z_dv_corr	float32	Interaction z-position, corrected to non-uniform drift velocity, duplicated (cm)
alt_s1_z	float32	Alternative S1 z-position (rel. main S2), corrected to non-uniform drift velocity (cm)
alt_s1_z_dv_corr	float32	Alternative S1 z-position (rel. main S2), corrected to non-uniform drift velocity, duplicated (cm)
alt_s2_z	float32	Alternative S2 z-position (rel. main S1), corrected to non-uniform drift velocity (cm)
alt_s2_z_dv_corr	float32	Alternative S2 z-position (rel. main S1), corrected to non-uniform drift velocity, duplicated (cm)
r_naive	float32	Main interaction r-position with observed position (cm)
alt_s1_r_naive	float32	Alternative S1 interaction (rel. main S2) r-position with observed position (cm)
alt_s2_r_naive	float32	Alternative S2 interaction (rel. main S1) r-position with observed position (cm)
z_naive	float32	Main interaction z-position with observed position (cm)
alt_s1_z_naive	float32	Alternative S1 interaction (rel. main S2) z-position with observed position (cm)
alt_s2_z_naive	float32	Alternative S2 interaction (rel. main S1) z-position with observed position (cm)
r_field_distortion_correction	float32	Correction added to r_naive for field distortion (cm)
alt_s1_r_field_distortion_correction	float32	Correction added to alt_s1_r_naive for field distortion (cm)
alt_s2_r_field_distortion_correction	float32	Correction added to alt_s2_r_naive for field distortion (cm)
z_field_distortion_correction	float32	Correction added to z_naive for field distortion (cm)
alt_s1_z_field_distortion_correction	float32	Correction added to alt_s1_z_naive for field distortion (cm)
alt_s2_z_field_distortion_correction	float32	Correction added to alt_s2_z_naive for field distortion (cm)
alt_s1_theta	float32	Alternative S1 (rel. main S2) interaction angular position (radians)
alt_s2_theta	float32	Alternative S2 (rel. main S1) interaction angular position (radians)
theta	float32	Main interaction angular position (radians)
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help
default_reconstruction_algorithm	cnf	<OMITTED>	default reconstruction algorithm that provides (x,y)
electron_drift_time_gate	xedocs://e...ion=ONLINE	<OMITTED>	Electron drift time from the gate in ns
electron_drift_velocity	xedocs://e...ion=ONLINE	<OMITTED>	Vertical electron drift velocity in cm/ns (1e4 m/ms)
fdc_map	xedocs://f...ion=ONLINE	<OMITTED>	3D field distortion correction map path
z_bias_map	itp_map://...terpolator	<OMITTED>	Map of Z bias due to non uniform drift velocity/field

------------------ event_waveform -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `EventWaveform `_ Data kind: events Simple plugin that provides (data) waveforms for main and alternative S1/S2 in the event. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
s1_data	('<f4', (200,))	Waveform for main S1 [ PE / sample ]
s1_data_top	('<f4', (200,))	Top waveform for main S1 [ PE / sample ]
s1_data_start	('<f4', (200,))	Waveform Start for main S1 [ PE / sample ]
s1_length	int32	Length of the interval in samples for main S1
s1_dt	int32	Width of one sample for main S1 [ns]
s2_data	('<f4', (200,))	Waveform for main S2 [ PE / sample ]
s2_data_top	('<f4', (200,))	Top waveform for main S2 [ PE / sample ]
s2_data_start	('<f4', (200,))	Waveform Start for main S2 [ PE / sample ]
s2_length	int32	Length of the interval in samples for main S2
s2_dt	int32	Width of one sample for main S2 [ns]
alt_s1_data	('<f4', (200,))	Waveform for alternative S1 [ PE / sample ]
alt_s1_data_top	('<f4', (200,))	Top waveform for alternative S1 [ PE / sample ]
alt_s1_data_start	('<f4', (200,))	Waveform Start for alternative S1 [ PE / sample ]
alt_s1_length	int32	Length of the interval in samples for alternative S1
alt_s1_dt	int32	Width of one sample for alternative S1 [ns]
alt_s2_data	('<f4', (200,))	Waveform for alternative S2 [ PE / sample ]
alt_s2_data_top	('<f4', (200,))	Top waveform for alternative S2 [ PE / sample ]
alt_s2_data_start	('<f4', (200,))	Waveform Start for alternative S2 [ PE / sample ]
alt_s2_length	int32	Length of the interval in samples for alternative S2
alt_s2_dt	int32	Width of one sample for alternative S2 [ns]
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help
n_top_pmts	253	253	Number of top PMTs

------------------ event_local_min_info -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `LocalMinimumInfo `_ Data kind: events Looks for the main S2 peak in an event, finds the local minimum (if there is one), and looks to compute some figures of merit such as the max goodness of split, width of the valley, and height of the valley. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]
s2_max_gos	float32	Maximum Goodness of Split
s2_num_loc_max	int16	Number of local maxima of the smoothed peak
s2_valley_gap	float32	Full gap at p% of the valley height of the deepest valley [ns],by default p = 90
s2_valley_height_ratio	float32	Valley depth over max height of the deepest valley

option	default	current	help
divide_90p_width_localmin	7.0	<OMITTED>	The peak is smoothed by dividing the 90p width bythis number, and coverting it into number of samples.This is then the 'n' used in the smoothing kernelshown below.
percent_valley_height	0.9	<OMITTED>	The percentage of the valley height of the deepestvalley for which to calculate the valley width
percentage_threshold_localmin	0.1	<OMITTED>	The height threshold for the peak as a percentageof the maximum, used to reject the low partsof the peak in order to find the local extrema.
smoothing_power_localmin	3.0	<OMITTED>	The power used in the smoothing filter with a kernel of(1-(x/n)^p)^p, where p is the power

------------------ s2_recon_pos_diff -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `S2ReconPosDiff `_ Data kind: events Plugin that provides position reconstruction difference for S2s in events, see note: https://xe1t-wiki.lngs.infn.it/doku.php?id=xenon:shengchao:sr0:reconstruction_quality Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
s2_recon_avg_x	float32	Mean value of x for main S2
alt_s2_recon_avg_x	float32	Mean value of x for alternatice S2
s2_recon_avg_y	float32	Mean value of y for main S2
alt_s2_recon_avg_y	float32	Mean value of y for alternatice S2
s2_recon_pos_diff	float32	Reconstructed position difference for main S2
alt_s2_recon_pos_diff	float32	Reconstructed position difference for alternative S2
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help
recon_alg_included	(_mlp, _cnf)	<OMITTED>	The list of all reconstruction algorithm considered.

------------------ event_basics -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `EventBasicsSOM `_ Data kind: events Adds SOM fields for S1 and S2 peaks to event basics. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]
n_peaks	int32	Number of peaks in the event
drift_time	float32	Drift time between main S1 and S2 in ns
event_number	int64	Event number in this dataset
s1_index	int32	Main S1 peak index in event
alt_s1_index	int32	Alternate S1 peak index in event
s1_time	int64	Main S1 start time since unix epoch [ns]
alt_s1_time	int64	Alternate S1 start time since unix epoch [ns]
s1_center_time	int64	Main S1 weighted average center time since unix epoch [ns]
alt_s1_center_time	int64	Alternate S1 weighted average center time since unix epoch [ns]
s1_median_time	float32	Main S1 weighted relative median time of the peak [ns]
alt_s1_median_time	float32	Alternate S1 weighted relative median time of the peak [ns]
s1_endtime	int64	Main S1 end time since unix epoch [ns]
alt_s1_endtime	int64	Alternate S1 end time since unix epoch [ns]
s1_area	float32	Main S1 area, uncorrected [PE]
alt_s1_area	float32	Alternate S1 area, uncorrected [PE]
s1_n_channels	int16	Main S1 count of contributing PMTs
alt_s1_n_channels	int16	Alternate S1 count of contributing PMTs
s1_top_n_channels	int16	Main S1 count of contributing top PMTs
alt_s1_top_n_channels	int16	Alternate S1 count of contributing top PMTs
s1_n_hits	int32	Main S1 count of hits contributing at least one sample to the peak
alt_s1_n_hits	int32	Alternate S1 count of hits contributing at least one sample to the peak
s1_proximity_score	float32	Main S1 proximity score in (time, space)
alt_s1_proximity_score	float32	Alternate S1 proximity score in (time, space)
s1_n_competing_left	int32	Main S1 number of competing peaks left of the main peak
alt_s1_n_competing_left	int32	Alternate S1 number of competing peaks left of the main peak
s1_n_competing	int32	Main S1 number of competing peaks
alt_s1_n_competing	int32	Alternate S1 number of competing peaks
s1_max_pmt	int16	Main S1 PMT number which contributes the most PE
alt_s1_max_pmt	int16	Alternate S1 PMT number which contributes the most PE
s1_max_pmt_area	float32	Main S1 area in the largest-contributing PMT (PE)
alt_s1_max_pmt_area	float32	Alternate S1 area in the largest-contributing PMT (PE)
s1_range_50p_area	float32	Main S1 width, 50% area [ns]
alt_s1_range_50p_area	float32	Alternate S1 width, 50% area [ns]
s1_range_90p_area	float32	Main S1 width, 90% area [ns]
alt_s1_range_90p_area	float32	Alternate S1 width, 90% area [ns]
s1_rise_time	float32	Main S1 time between 10% and 50% area quantiles [ns]
alt_s1_rise_time	float32	Alternate S1 time between 10% and 50% area quantiles [ns]
s1_area_fraction_top	float32	Main S1 fraction of area seen by the top PMT array
alt_s1_area_fraction_top	float32	Alternate S1 fraction of area seen by the top PMT array
s1_tight_coincidence	int16	Main S1 channel within tight range of mean
alt_s1_tight_coincidence	int16	Alternate S1 channel within tight range of mean
s1_n_saturated_channels	int16	Main S1 total number of saturated channels
alt_s1_n_saturated_channels	int16	Alternate S1 total number of saturated channels
s1_merged	bool	Main S1 is merged from peaklets
alt_s1_merged	bool	Alternate S1 is merged from peaklets
s1_vanilla_type	int8	Main S1 Vanilla type of the peak(let)
alt_s1_vanilla_type	int8	Alternate S1 Vanilla type of the peak(let)
s1_som_type	int8	Main S1 SOM type of the peak(let)
alt_s1_som_type	int8	Alternate S1 SOM type of the peak(let)
s1_som_sub_type	int32	Main S1 SOM subtype of the peak(let)
alt_s1_som_sub_type	int32	Alternate S1 SOM subtype of the peak(let)
s1_loc_x_som	int16	Main S1 x location of the peak(let) in the SOM
alt_s1_loc_x_som	int16	Alternate S1 x location of the peak(let) in the SOM
s1_loc_y_som	int16	Main S1 y location of the peak(let) in the SOM
alt_s1_loc_y_som	int16	Alternate S1 y location of the peak(let) in the SOM
alt_s1_interaction_drift_time	float32	Drift time using alternate S1 [ns]
alt_s1_delay	int32	Time between main and alternate S1 [ns]
s2_index	int32	Main S2 peak index in event
alt_s2_index	int32	Alternate S2 peak index in event
s2_time	int64	Main S2 start time since unix epoch [ns]
alt_s2_time	int64	Alternate S2 start time since unix epoch [ns]
s2_center_time	int64	Main S2 weighted average center time since unix epoch [ns]
alt_s2_center_time	int64	Alternate S2 weighted average center time since unix epoch [ns]
s2_median_time	float32	Main S2 weighted relative median time of the peak [ns]
alt_s2_median_time	float32	Alternate S2 weighted relative median time of the peak [ns]
s2_endtime	int64	Main S2 end time since unix epoch [ns]
alt_s2_endtime	int64	Alternate S2 end time since unix epoch [ns]
s2_area	float32	Main S2 area, uncorrected [PE]
alt_s2_area	float32	Alternate S2 area, uncorrected [PE]
s2_n_channels	int16	Main S2 count of contributing PMTs
alt_s2_n_channels	int16	Alternate S2 count of contributing PMTs
s2_top_n_channels	int16	Main S2 count of contributing top PMTs
alt_s2_top_n_channels	int16	Alternate S2 count of contributing top PMTs
s2_n_hits	int32	Main S2 count of hits contributing at least one sample to the peak
alt_s2_n_hits	int32	Alternate S2 count of hits contributing at least one sample to the peak
s2_proximity_score	float32	Main S2 proximity score in (time, space)
alt_s2_proximity_score	float32	Alternate S2 proximity score in (time, space)
s2_n_competing_left	int32	Main S2 number of competing peaks left of the main peak
alt_s2_n_competing_left	int32	Alternate S2 number of competing peaks left of the main peak
s2_n_competing	int32	Main S2 number of competing peaks
alt_s2_n_competing	int32	Alternate S2 number of competing peaks
s2_max_pmt	int16	Main S2 PMT number which contributes the most PE
alt_s2_max_pmt	int16	Alternate S2 PMT number which contributes the most PE
s2_max_pmt_area	float32	Main S2 area in the largest-contributing PMT (PE)
alt_s2_max_pmt_area	float32	Alternate S2 area in the largest-contributing PMT (PE)
s2_range_50p_area	float32	Main S2 width, 50% area [ns]
alt_s2_range_50p_area	float32	Alternate S2 width, 50% area [ns]
s2_range_90p_area	float32	Main S2 width, 90% area [ns]
alt_s2_range_90p_area	float32	Alternate S2 width, 90% area [ns]
s2_rise_time	float32	Main S2 time between 10% and 50% area quantiles [ns]
alt_s2_rise_time	float32	Alternate S2 time between 10% and 50% area quantiles [ns]
s2_area_fraction_top	float32	Main S2 fraction of area seen by the top PMT array
alt_s2_area_fraction_top	float32	Alternate S2 fraction of area seen by the top PMT array
s2_tight_coincidence	int16	Main S2 channel within tight range of mean
alt_s2_tight_coincidence	int16	Alternate S2 channel within tight range of mean
s2_n_saturated_channels	int16	Main S2 total number of saturated channels
alt_s2_n_saturated_channels	int16	Alternate S2 total number of saturated channels
s2_merged	bool	Main S2 is merged from peaklets
alt_s2_merged	bool	Alternate S2 is merged from peaklets
s2_vanilla_type	int8	Main S2 Vanilla type of the peak(let)
alt_s2_vanilla_type	int8	Alternate S2 Vanilla type of the peak(let)
s2_som_type	int8	Main S2 SOM type of the peak(let)
alt_s2_som_type	int8	Alternate S2 SOM type of the peak(let)
s2_som_sub_type	int32	Main S2 SOM subtype of the peak(let)
alt_s2_som_sub_type	int32	Alternate S2 SOM subtype of the peak(let)
s2_loc_x_som	int16	Main S2 x location of the peak(let) in the SOM
alt_s2_loc_x_som	int16	Alternate S2 x location of the peak(let) in the SOM
s2_loc_y_som	int16	Main S2 y location of the peak(let) in the SOM
alt_s2_loc_y_som	int16	Alternate S2 y location of the peak(let) in the SOM
alt_s2_interaction_drift_time	float32	Drift time using alternate S2 [ns]
alt_s2_delay	int32	Time between main and alternate S2 [ns]
s1_max_diff	int32	Main S1 largest time difference between apexes of hits [ns]
alt_s1_max_diff	int32	Alternate S1 largest time difference between apexes of hits [ns]
s1_min_diff	int32	Main S1 smallest time difference between apexes of hits [ns]
alt_s1_min_diff	int32	Alternate S1 smallest time difference between apexes of hits [ns]
s1_first_channel	int16	Main S1 first channel/PMT number (sorted by apexes of hits)
alt_s1_first_channel	int16	Alternate S1 first channel/PMT number (sorted by apexes of hits)
s1_last_channel	int16	Main S1 last channel/PMT number (sorted by apexes of hits)
alt_s1_last_channel	int16	Alternate last channel/PMT number (sorted by apexes of hits)
s2_x	float32	Main S2 reconstructed X position, uncorrected [cm]
s2_y	float32	Main S2 reconstructed Y position, uncorrected [cm]
alt_s2_x	float32	Alternate S2 reconstructed X position, uncorrected [cm]
alt_s2_y	float32	Alternate S2 reconstructed Y position, uncorrected [cm]
area_before_main_s2	float32	Sum of areas before Main S2 [PE]
large_s2_before_main_s2_area	float32	The largest S2 before the Main S2 [PE]
large_s2_before_main_s2_index	int32	Index of the largest S2 before the Main S2
large_s2_before_main_s2_center_time	int64	Center time of the largest S2 before the Main S2 [ns]
large_s2_after_main_s2_area	float32	The largest S2 after the Main S2 [PE]
large_s2_after_main_s2_index	int32	Index of the largest S2 after the Main S2
large_s2_after_main_s2_center_time	int64	Center time of the largest S2 after the Main S2 [ns]
s2_x_cnf	float32	Main S2 cnf-reconstructed X position, uncorrected [cm]
s2_y_cnf	float32	Main S2 cnf-reconstructed Y position, uncorrected [cm]
alt_s2_x_cnf	float32	Alternate S2 cnf-reconstructed X position, uncorrected [cm]
alt_s2_y_cnf	float32	Alternate S2 cnf-reconstructed Y position, uncorrected [cm]
s2_x_mlp	float32	Main S2 mlp-reconstructed X position, uncorrected [cm]
s2_y_mlp	float32	Main S2 mlp-reconstructed Y position, uncorrected [cm]
alt_s2_x_mlp	float32	Alternate S2 mlp-reconstructed X position, uncorrected [cm]
alt_s2_y_mlp	float32	Alternate S2 mlp-reconstructed Y position, uncorrected [cm]

option	default	current	help
allow_posts2_s1s	False	<OMITTED>	Allow S1s past the main S2 to become the main S1 and S2
electron_drift_velocity	xedocs://e...ion=ONLINE	<OMITTED>	Vertical electron drift velocity in cm/ns (1e4 m/ms)
event_s1_min_coincidence	2	<OMITTED>	Event level S1 min coincidence. Should be >= s1_min_coincidence in the peaklet classification
force_alt_s2_in_max_drift_time	True	<OMITTED>	Make sure alt_s2 is in max drift time starting from main S1
force_main_before_alt	False	<OMITTED>	Make the alternate S1 (and likewise S2) the main S1 if occurs before the main S1.
max_drift_length	148.6515	<OMITTED>	Total length of the TPC from the bottom of gate to the top of cathode wires [cm]

------------------ events -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `Events `_ Data kind: events Plugin which defines an "event" in our TPC. An event is defined by peak(s) in fixed range of time around a peak which satisfies certain conditions: 1. The triggering peak must have a certain area. 2. The triggering peak must have less than "trigger_max_proximity". Note: The time range which defines an event gets chopped at the chunk boundaries. This happens at invalid boundaries of the Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
event_number	int64	Event number in this dataset
time	int64	Event start time in ns since the unix epoch
endtime	int64	Event end time in ns since the unix epoch

option	default	current	help
diagnose_overlapping	True	<OMITTED>	Enable runtime checks for disjointness
electron_drift_velocity	xedocs://e...ion=ONLINE	<OMITTED>	Vertical electron drift velocity in cm/ns (1e4 m/ms)
event_exclude_s3	True	<OMITTED>	Event will not be built if S3 is present in the window
event_s1_min_coincidence	2	<OMITTED>	Event level S1 min coincidence. Should be >= s1_min_coincidence in the peaklet classification
left_event_extension	250000	<OMITTED>	Extend events this many ns to the left from each triggering peak. This extension is added to the maximum drift time.
max_drift_length	148.6515	<OMITTED>	Total length of the TPC from the bottom of gate to the top of cathode wires [cm]
right_event_extension	250000	<OMITTED>	Extend events this many ns to the right from each triggering peak.
s1_min_coincidence	2	<OMITTED>	Minimum tight coincidence necessary to make an S1
trigger_feature	proximity_score	<OMITTED>	Feature as event building criterion
trigger_max_proximity	0.0015	<OMITTED>	Peaks must have less proximity score to cause events
trigger_min_area	120	<OMITTED>	Peaks must have more area (PE) than this to cause events

------------------ peak_nearest_triggering -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `PeakNearestTriggering `_ Data kind: peaks Time difference and properties of the nearest triggering peaks in the left and right direction of peaks. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
left_dtime	int64	time difference of the nearest triggering peak on the left [ns]
left_time	int64	time of the nearest triggering peak on the left [ns]
left_endtime	int64	endtime of the nearest triggering peak on the left [ns]
left_center_time	int64	center_time of the nearest triggering peak on the left [ns]
left_type	int8	type of the nearest triggering peak on the left
left_proximity_score	float32	proximity_score of the nearest triggering peak on the left
left_n_competing_left	int32	n_competing_left of the nearest triggering peak on the left
left_n_competing	int32	n_competing of the nearest triggering peak on the left
left_area	float32	area of the nearest triggering peak on the left [PE]
right_dtime	int64	time difference of the nearest triggering peak on the right [ns]
right_time	int64	time of the nearest triggering peak on the right [ns]
right_endtime	int64	endtime of the nearest triggering peak on the right [ns]
right_center_time	int64	center_time of the nearest triggering peak on the right [ns]
right_type	int8	type of the nearest triggering peak on the right
right_proximity_score	float32	proximity_score of the nearest triggering peak on the right
right_n_competing_left	int32	n_competing_left of the nearest triggering peak on the right
right_n_competing	int32	n_competing of the nearest triggering peak on the right
right_area	float32	area of the nearest triggering peak on the right [PE]
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help
diagnose_overlapping	True	<OMITTED>	Enable runtime checks for disjointness
electron_drift_velocity	xedocs://e...ion=ONLINE	<OMITTED>	Vertical electron drift velocity in cm/ns (1e4 m/ms)
event_exclude_s3	True	<OMITTED>	Event will not be built if S3 is present in the window
event_s1_min_coincidence	2	<OMITTED>	Event level S1 min coincidence. Should be >= s1_min_coincidence in the peaklet classification
left_event_extension	250000	<OMITTED>	Extend events this many ns to the left from each triggering peak. This extension is added to the maximum drift time.
max_drift_length	148.6515	<OMITTED>	Total length of the TPC from the bottom of gate to the top of cathode wires [cm]
only_trigger_min_area	False	<OMITTED>	Whether only require the triggering peak to have area larger than trigger_min_area
right_event_extension	250000	<OMITTED>	Extend events this many ns to the right from each triggering peak.
s1_min_coincidence	2	<OMITTED>	Minimum tight coincidence necessary to make an S1
shadow_time_window_backward	1000000000	<OMITTED>	Search for peaks casting time & position shadow in this time window [ns]
trigger_feature	proximity_score	<OMITTED>	Feature as event building criterion
trigger_max_proximity	0.0015	<OMITTED>	Peaks must have less proximity score to cause events
trigger_min_area	120	<OMITTED>	Peaks must have more area (PE) than this to cause events

------------------ peak_ambience -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `PeakAmbience `_ Data kind: peaks Calculate Ambience of peaks. Features are the number of lonehits, small S0, S1, S2 in a time window before peaks, and the number of small S2 in circle near the S2 peak in a time window. References: * v0.0.7 reference: xenon:xenonnt:ac:prediction:shadow_ambience * v0.1.0 reference: xenon:xenonnt:analysis:redefine_n_competing Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
n_lh_before	int16	Number of small lh before a peak
s_lh_before	float32	Sum of small lh before a peak
n_s0_before	int16	Number of small s0 before a peak
s_s0_before	float32	Sum of small s0 before a peak
n_s1_before	int16	Number of small s1 before a peak
s_s1_before	float32	Sum of small s1 before a peak
n_s2_before	int16	Number of small s2 before a peak
s_s2_before	float32	Sum of small s2 before a peak
n_s2_near	int16	Number of small s2 near a peak
s_s2_near	float32	Sum of small s2 near a peak
s_before	float32	Sum of small hits and peaks before a peak
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help
ambience_area_parameters	(30, 30, 60)	<OMITTED>	The upper limit of S0, S1, S2 area to be counted
ambience_exponents	(-1.0, -1.0)	<OMITTED>	The exponent of (delta t, delta r) when calculating ambience score
ambience_time_window_backward	2000000	<OMITTED>	Search for ambience in this time window [ns]
ambient_radius	6.7	<OMITTED>	Search for ambience in this radius [cm]
gain_model	<OMITTED>	list-to-array://xedocs://pmt_area_to_pes?as_list=True&sort=pmt&detector=tpc&run_id=plugin.run_id&version=ONLINE&attr=value	PMT gain model. Specify as URL or explicit value

------------------ peak_proximity -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `PeakProximity `_ Data kind: peaks Look for peaks around a peak to determine how many peaks are in proximity (in time) of a peak. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
proximity_score	float32	Strength of proximity peaks in (time, space)
n_competing_left	int32	Number of larger or slightly smaller peaks left of the main peak
n_competing	int32	Number of nearby larger or slightly smaller peaks
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help
proximity_exponents	(1.0, -1.0, 1.0)	<OMITTED>	The exponent of (delta t, delta r) when calculating proximity score
proximity_min_area_fraction	0.2	<OMITTED>	The area of competing peaks must be at least this fraction of that of the considered peak
proximity_sigma	20.0	<OMITTED>	The parameter of HalfCauchy, which is a function of S2 area
proximity_type	2	<OMITTED>	(List of) type(s) of peaks to consider for proximity score
proximity_window	10000000	<OMITTED>	Peaks starting within this time window (on either side) in ns count as nearby.

------------------ peak_se_score -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `PeakSEScore `_ Data kind: peaks This plugin is designed to calculate a score based on the position relations to single electrons. References: * v0.2.0: xenon:xenonnt:analysis:hot_spot_cut_summary * v0.4.0: xenon:xenonnt:ac:sr1:hotspot_veto_cut:wimp_roi * position resolution: xenon:xenonnt:svetter:data_driven_resolution_sr1a0_vs_sr1a1 Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]
se_score	float32	Sum of the PDF of the SE position nearby probability.

option	default	current	help
para_a_naive	1	<OMITTED>	Place holder for Parameter A in the position resolution function.
para_b_naive	1	<OMITTED>	Place holder for Parameter B in the position resolution function.
se_selection_area_roi	[10, 80]	<OMITTED>	Area range for single electron selection.[PE]
se_selection_width_roi	[80, 700]	<OMITTED>	Area range for single electron selection.[PE]
se_time_search_window_left	5000000000.0	<OMITTED>	SEs time window searching window, left side [ns]
se_time_search_window_right	0	<OMITTED>	Time searching window right side extension, one max drift time [ns]

------------------ peak_shadow -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `PeakShadow `_ Data kind: peaks This plugin can find and calculate the time & position shadow from previous peaks in time. It also gives the area and (x, y) of the previous peaks. References: * v0.1.5 reference: xenon:xenonnt:ac:prediction:shadow_ambience Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
shadow_s1_time_shadow	float32	Previous large s1 casted largest time shadow [PE/ns]
dt_s1_time_shadow	int64	Time difference to the previous large s1 peak casting largest time shadow [ns]
nearest_s1	float32	The nearest previous large s1 [ns]
nearest_dt_s1	int64	Time difference to the nearest previous large s1 [ns]
shadow_s2_time_shadow	float32	Previous large s2 casted largest time shadow [PE/ns]
dt_s2_time_shadow	int64	Time difference to the previous large s2 peak casting largest time shadow [ns]
x_s2_time_shadow	float32	X of previous large s2 peak casting largest time shadow [cm]
y_s2_time_shadow	float32	Y of previous large s2 peak casting largest time shadow [cm]
nearest_s2	float32	The nearest previous large s2 [ns]
nearest_dt_s2	int64	Time difference to the nearest previous large s2 [ns]
shadow_s2_position_shadow	float32	Previous large s2 casted largest position shadow [PE/ns]
dt_s2_position_shadow	int64	Time difference to the previous large s2 peak casting largest position shadow [ns]
x_s2_position_shadow	float32	X of previous large s2 peak casting largest position shadow [cm]
y_s2_position_shadow	float32	Y of previous large s2 peak casting largest position shadow [cm]
pdf_s2_position_shadow	float32	PDF describing correlation to the previous large s2
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help
default_reconstruction_algorithm	cnf	<OMITTED>	default reconstruction algorithm that provides (x,y)
shadow_deltatime_exponent	-1.0	<OMITTED>	The exponent of delta t when calculating shadow
shadow_merge_dr	{'s1_time_shadow': -1, 's2_time_shadow': -1, 's2_position_shadow': -1}	<OMITTED>	Merge primary peaks within this distance [cm]
shadow_merge_dt	{'s1_time_shadow': -1, 's2_time_shadow': -1, 's2_position_shadow': -1}	<OMITTED>	Merge primary peaks within this time window [ns]
shadow_merge_last_center	{'s1_time_shadow': False, 's2_time_shadow': False, 's2_position_shadow': False}	<OMITTED>	Merge primary peaks but keep the last center time
shadow_merge_replace	{'s1_time_shadow': False, 's2_time_shadow': False, 's2_position_shadow': False}	<OMITTED>	Whether replace the primary peak with the merged peak
shadow_pdf_ordered	{'s1_time_shadow': False, 's2_time_shadow': False, 's2_position_shadow': False}	<OMITTED>	Whether position shadow should be ordered by the position correlation only
shadow_sigma_and_baseline	[15.22, 0.036]	<OMITTED>	Fitted position correlation sigma[cm*PE^0.5] and baseline[cm] using in position shadow
shadow_sum	{'s1_time_shadow': False, 's2_time_shadow': True, 's2_position_shadow': False}	<OMITTED>	Whether the shadow should be summed up rather than taking the largest one
shadow_threshold	{'s1_time_shadow': 1000.0, 's2_time_shadow': 10000.0, 's2_position_shadow': 10000.0}	<OMITTED>	Only take S1/S2s larger than this into account when calculating Shadow [PE]
shadow_time_window_backward	1000000000	<OMITTED>	Search for peaks casting time & position shadow in this time window [ns]
shadow_uncertainty_weights	True	<OMITTED>	Whether to use uncertainty weights when merging peaks

------------------ individual_peak_monitor -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `IndividualPeakMonitor `_ Data kind: individual_peak_monitor Plugin to write data needed for the online SE monitor to the online- monitor collection in the runs-database. Data that is written by this plugin should be small such as to not overload the runs- database. If the peaks are large, random max_bytes of data are selected from the peaks. This plugin takes 'peak_basics' and 'peak_positions_mlp'. Although they are not strictly related, they are aggregated into a single data_type in order to minimize the number of documents in the online monitor. Produces 'individual_peak_monitor' with info on the peaks and their positions. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
area	float32	Peak integral in PE
x_mlp	float32	Reconstructed mlp peak x-position
y_mlp	float32	Reconstructed mlp peak y-position
range_50p_area	float32	Width (in ns) of the central 50% area of the peak
weight	float32	Fraction of original peaks array length that is saved
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help
online_max_bytes	6000000.0	<OMITTED>	Maximum amount of bytes of data for MongoDB document

------------------ peak_positions -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `PeakPositions `_ Data kind: peaks Merge the reconstructed algorithms of the different algorithms into a single one that can be used in Event Basics. Select one of the plugins to provide the 'x' and 'y' to be used further down the chain. Since we already have the information needed here, there is no need to wait until events to make the decision. Since the computation is trivial as it only combined the three input plugins, don't save this plugins output. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
x_cnf	float32	Reconstructed cnf S2 X position (cm), uncorrected
y_cnf	float32	Reconstructed cnf S2 Y position (cm), uncorrected
position_contour_cnf	('<f4', (17, 2))	Position uncertainty contour (cm)
position_contour_area_cnf	float32	Area in position uncertainty contour (cm^2)
r_uncertainty_cnf	float32	Position uncertainty in r (cm)
theta_uncertainty_cnf	float32	Position uncertainty in theta (rad)
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]
x_mlp	float32	Reconstructed mlp S2 X position (cm), uncorrected
y_mlp	float32	Reconstructed mlp S2 Y position (cm), uncorrected
x	float32	Reconstructed S2 X position (cm), uncorrected
y	float32	Reconstructed S2 Y position (cm), uncorrected

option	default	current	help
default_reconstruction_algorithm	cnf	<OMITTED>	default reconstruction algorithm that provides (x,y)
diagnose_sorting	False	<OMITTED>	Enable runtime checks for sorting and disjointness
diagnose_sorting	False	<OMITTED>	Enable runtime checks for sorting and disjointness
merge_s0	True	<OMITTED>	Merge S0s into merged S2s
merge_s0	True	<OMITTED>	Merge S0s into merged S2s

------------------ online_peak_monitor -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `OnlinePeakMonitor `_ Data kind: online_peak_monitor Plugin to write data to the online-monitor. Data that is written by this plugin should be small such as to not overload the runs- database. This plugin takes 'peak_basics' and 'lone_hits'. Although they are not strictly related, they are aggregated into a single data_type in order to minimize the number of documents in the online monitor. Produces 'online_peak_monitor' with info on the lone-hits and peaks Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time of the chunk
endtime	int64	End time of the chunk
area_vs_width_hist	('<i8', (60, 60))	Area vs width histogram (log-log)
area_vs_width_bounds	('<f8', (2, 2))	Area vs width edges (log-space)
lone_hits_area_hist	('<i8', (100,))	Lone hits areas histogram [ADC-counts]
lone_hits_area_bounds	('<f8', (2,))	Lone hits areas bounds [ADC-counts]
lone_hits_per_channel	('<i8', (494,))	Lone hits per channel
aft_hist	('<i8', (100,))	AFT histogram
aft_bounds	('<f8', (2,))	AFT bounds
n_channel_hist	('<i8', (494,))	Number of contributing channels histogram
online_se_gain	float32	Single electron gain

option	default	current	help
area_vs_width_bounds	((0, 5), (0, 5))	<OMITTED>	Boundaries of log-log histogram of area vs width
area_vs_width_cut_string		<OMITTED>	Selection (like selection) applied to data for "area_vs_width_hist_clean", cuts should be separated using "&"For example: (tight_coincidence > 2) & (area_fraction_top < 0.1)Default is no selection (other than "area_vs_width_min_gap")
area_vs_width_nbins	60	<OMITTED>	Number of bins for area vs width histogram for online monitor. NB: this is a 2D histogram
lone_hits_area_bounds	(0, 1500)	<OMITTED>	Boundaries area histogram of lone hits [ADC]
lone_hits_cut_string	(area >= 50) & (area <= 250)	<OMITTED>	Selection (like selection) applied to data for "lone-hits", cuts should be separated using "&")
lone_hits_min_gap	15000	<OMITTED>	Minimal gap [ns] between consecutive lone-hits. To turn off this cut, set to 0.
n_tpc_pmts	<OMITTED>	494	Number of TPC PMTs
online_peak_monitor_nbins	100	<OMITTED>	Number of bins of histogram of online monitor. Will be used for: lone_hits_area-histogram, area_fraction_top-histogram, online_se_gain estimate (histogram is not stored),
online_se_bounds	(7, 70)	<OMITTED>	Window for online monitor [PE] to look for the SE gain, value

------------------ peak_positions_mlp -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `PeakPositionsMLP `_ Data kind: peaks (no plugin description) Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
x_mlp	float32	Reconstructed mlp S2 X position (cm), uncorrected
y_mlp	float32	Reconstructed mlp S2 Y position (cm), uncorrected
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help
diagnose_sorting	False	<OMITTED>	Enable runtime checks for sorting and disjointness
merge_s0	True	<OMITTED>	Merge S0s into merged S2s

------------------ peak_top_bottom_params -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `PeakTopBottomParams `_ Data kind: peaks Pluging that computes timing characteristics of top and bottom waveforms based on waveforms stored at peak level. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
center_time_top	int64	Central time for top PMTs [ ns ]
rise_time_top	float32	Time between 10% and 50% area quantiles for top PMTs [ns]
range_50p_area_top	float32	Width (in ns) of the central 50% area of the peak for top PMTs
range_90p_area_top	float32	Width (in ns) of the central 90% area of the peak for top PMTs
center_time_bot	int64	Central time for bot PMTs [ ns ]
rise_time_bot	float32	Time between 10% and 50% area quantiles for bot PMTs [ns]
range_50p_area_bot	float32	Width (in ns) of the central 50% area of the peak for bot PMTs
range_90p_area_bot	float32	Width (in ns) of the central 90% area of the peak for bot PMTs
center_time_diff_top_bot	int64	Difference between center times of top and bottom arrays [ ns ]
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help

------------------ peak_basics -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `PeakBasicsSOM `_ Data kind: peaks Adds SOM fields to peak basics to be propgated to event basics. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]
center_time	int64	Weighted average center time of the peak [ns]
area	float32	Peak integral in PE
n_hits	int32	Number of hits contributing at least one sample to the peak
n_channels	int16	Number of PMTs contributing to the peak
top_n_channels	int16	Number of top PMTs contributing to the peak
max_pmt	int16	PMT number which contributes the most PE
max_pmt_area	float32	Area of signal in the largest-contributing PMT (PE)
n_saturated_channels	int16	Total number of saturated channels
range_50p_area	float32	Width (in ns) of the central 50% area of the peak
range_90p_area	float32	Width (in ns) of the central 90% area of the peak
area_fraction_top	float32	Fraction of area seen by the top array
length	int32	Length of the peak waveform in samples
dt	int16	Time resolution of the peak waveform in ns
median_time	float32	Weighted relative median time of the peak [ns]
rise_time	float32	Time between 10% and 50% area quantiles [ns]
tight_coincidence	int16	Number of PMTs with hits within tight range of mean
type	int8	Classification of the peak(let)
merged	bool	Is merged from peaklets
max_diff	int32	Largest time difference between apexes of hits inside peak [ns]
min_diff	int32	Smallest time difference between apexes of hits inside peak [ns]
first_channel	int16	First channel/PMT number inside peak (sorted by apexes of hits)
last_channel	int16	Last channel/PMT number inside peak (sorted by apexes of hits)
vanilla_type	int8	Vanilla type of the peak(let)
som_type	int8	SOM type of the peak(let)
som_sub_type	int32	SOM subtype of the peak(let)
loc_x_som	int16	x location of the peak(let) in the SOM
loc_y_som	int16	y location of the peak(let) in the SOM

option	default	current	help
check_peak_sum_area_rtol	NaN	<OMITTED>	Check if the sum area and the sum of area per channel are the same. If None, don't do the check. To perform the check, set to the desired rtol value used e.g. '1e-4' (see np.isclose).
n_top_pmts	253.0	253	Number of top PMTs

------------------ peak_positions_cnf -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `PeakPositionsCNF `_ Data kind: peaks (no plugin description) Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
x_cnf	float32	Reconstructed cnf S2 X position (cm), uncorrected
y_cnf	float32	Reconstructed cnf S2 Y position (cm), uncorrected
position_contour_cnf	('<f4', (17, 2))	Position uncertainty contour (cm)
position_contour_area_cnf	float32	Area in position uncertainty contour (cm^2)
r_uncertainty_cnf	float32	Position uncertainty in r (cm)
theta_uncertainty_cnf	float32	Position uncertainty in theta (rad)
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help
diagnose_sorting	False	<OMITTED>	Enable runtime checks for sorting and disjointness
merge_s0	True	<OMITTED>	Merge S0s into merged S2s

------------------ peak_s1_positions_cnn -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `PeakS1PositionCNN `_ Data kind: peaks S1 CNN for (x,y,z) position S1 reconstruction at peak level. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
x_s1_cnn	float32	Reconstructed s1_cnn S1 X position (cm), uncorrected
y_s1_cnn	float32	Reconstructed s1_cnn S1 Y position (cm), uncorrected
z_s1_cnn	float32	Reconstructed s1_cnn S1 Z position (cm), uncorrected
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help
min_s1_area_s1_posrec	1000	<OMITTED>	Skip reconstruction if area (PE) is less than this
tf_model_s1_cnn	tf://resou...attr=value	<OMITTED>	s1 position 3d reconstruction cnn model. Should be opened using the "tf" descriptor. Set to "None" to skip computation

------------------ merged_s2_positions_cnf -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `MergedS2PositionsCNF `_ Data kind: merged_s2s (no plugin description) Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
x_cnf	float32	Reconstructed cnf S2 X position (cm), uncorrected
y_cnf	float32	Reconstructed cnf S2 Y position (cm), uncorrected
position_contour_cnf	('<f4', (17, 2))	Position uncertainty contour (cm)
position_contour_area_cnf	float32	Area in position uncertainty contour (cm^2)
r_uncertainty_cnf	float32	Position uncertainty in r (cm)
theta_uncertainty_cnf	float32	Position uncertainty in theta (rad)
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help
N_chunk_max	4096	<OMITTED>	Maximum size of chunk for vectorised JAX function
cnf_pred_function	jax://reso...gin.run_id	<OMITTED>	Compiled JAX function
fix_steps_per_execution	True	<OMITTED>	Fix steps_per_execution to 1 for the model, this is a patch when keras and tensorflow are not fully compatible
log_area_scale	10	<OMITTED>	Scaling parameter for log area
min_reconstruction_area	0	<OMITTED>	Skip reconstruction if area (PE) is less than this
n_poly	16	<OMITTED>	Size of uncertainty contour
n_top_pmts	253	253	Number of top PMTs
sig	0.393	<OMITTED>	Confidence level of contour

------------------ merged_s2_positions_mlp -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `MergedS2PositionsMLP `_ Data kind: merged_s2s (no plugin description) Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
x_mlp	float32	Reconstructed mlp S2 X position (cm), uncorrected
y_mlp	float32	Reconstructed mlp S2 Y position (cm), uncorrected
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help
fix_steps_per_execution	True	<OMITTED>	Fix steps_per_execution to 1 for the model, this is a patch when keras and tensorflow are not fully compatible
min_reconstruction_area	0	<OMITTED>	Skip reconstruction if area (PE) is less than this
n_top_pmts	253	253	Number of top PMTs
tf_model_mlp	tf://resou...t=abs_path	<OMITTED>	MLP model. Should be opened using the "tf" descriptor. Set to "None" to skip computation

------------------ peaks -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `PeaksSOM `_ Data kind: peaks Same as Peaks but include in addition SOM type field to be propagated to event_basics. Thus, only change dtype. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
length	int32	Length of the interval in samples
dt	int32	Width of one sample [ns]
channel	int16	Channel/PMT number
type	int8	Classification of the peak(let)
area	float32	Integral across channels [PE]
area_fraction_top	float32	Fraction of area seen by the top array
area_per_channel	('<f4', (494,))	Integral per channel [PE]
n_hits	int32	Number of hits contributing at least one sample to the peak
data_top	('<f4', (200,))	Waveform data in PE/sample (not PE/ns!), top array
data_start	('<f4', (200,))	Waveform data in PE/sample (not PE/ns!), starting not downsampled samples
data	('<f4', (200,))	Waveform data in PE/sample (not PE/ns!)
center_time	int64	Weighted average center time of the peak [ns]
median_time	float32	Weighted relative median time of the peak [ns]
width	('<f4', (11,))	Peak widths in range of central area fraction [ns]
area_decile_from_midpoint	('<f4', (11,))	Peak widths: time between nth and 5th area decile [ns]
saturated_channel	('i1', (494,))	Does the channel reach ADC saturation?
n_saturated_channels	int16	Total number of saturated channels
tight_coincidence	int16	Channel within tight range of mean
max_gap	int32	Largest gap between hits inside peak [ns]
max_goodness_of_split	float32	Maximum interior goodness of split
max_diff	int32	Largest time difference between apexes of hits inside peak [ns]
min_diff	int32	Smallest time difference between apexes of hits inside peak [ns]
first_channel	int16	First channel/PMT number inside peak (sorted by apexes of hits)
last_channel	int16	Last channel/PMT number inside peak (sorted by apexes of hits)
vanilla_type	int8	Vanilla type of the peak(let)
som_type	int8	SOM type of the peak(let)
som_sub_type	int32	SOM subtype of the peak(let)
loc_x_som	int16	x location of the peak(let) in the SOM
loc_y_som	int16	y location of the peak(let) in the SOM
merged	bool	Peaklet is merging input or peak is merged from peaklets

option	default	current	help
diagnose_sorting	False	<OMITTED>	Enable runtime checks for sorting and disjointness
merge_s0	True	<OMITTED>	Merge S0s into merged S2s

------------------ merged_s2s -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `MergedS2s `_ Data kind: merged_s2s Merge together peaklets if peak finding favours that they would form a single peak instead. Technically, the S2 merging algorithm merges S2 peaklets into S2 peaks. By introducing more information about the waveform and (x, y) distribution of potential groups of peaklets, the algorithm removes PI and DE population from S2 peaks. Note: Types FAR_XYPOS_S2_TYPE (20) and WIDE_XYPOS_S2_TYPE (22) are still S2s, but they do not participate in the event building. The algorithm merges S2 peaklets when they are close in (t, x, y). But if a group of peaklets is dense in time but sparse in (x, y), the following steps are conducted: 1. Merge these peaklets that are dense in (x, y). 2. Assign the peaklets that are dense in time but not dense in (x, y) by type 20, they are usually PI or DE. 3. If the sum of nearby type 20 is large compared to the merged peak, assign the merged peak as type 22, because it is usually PI. Reference: xenon:xenonnt:analysis:s2_merging_time_position xenon:xenonnt:analysis:sr2_peak_types Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
length	int32	Length of the interval in samples
dt	int32	Width of one sample [ns]
channel	int16	Channel/PMT number
type	int8	Classification of the peak(let)
vanilla_type	int8	Vanilla type of the peak(let)
som_type	int8	SOM type of the peak(let)
som_sub_type	int32	SOM subtype of the peak(let)
loc_x_som	int16	x location of the peak(let) in the SOM
loc_y_som	int16	y location of the peak(let) in the SOM
area	float32	Integral across channels [PE]
area_fraction_top	float32	Fraction of area seen by the top array
area_per_channel	('<f4', (494,))	Integral per channel [PE]
n_hits	int32	Number of hits contributing at least one sample to the peak
data_top	('<f4', (200,))	Waveform data in PE/sample (not PE/ns!), top array
data_start	('<f4', (200,))	Waveform data in PE/sample (not PE/ns!), starting not downsampled samples
data	('<f4', (200,))	Waveform data in PE/sample (not PE/ns!)
center_time	int64	Weighted average center time of the peak [ns]
median_time	float32	Weighted relative median time of the peak [ns]
width	('<f4', (11,))	Peak widths in range of central area fraction [ns]
area_decile_from_midpoint	('<f4', (11,))	Peak widths: time between nth and 5th area decile [ns]
saturated_channel	('i1', (494,))	Does the channel reach ADC saturation?
n_saturated_channels	int16	Total number of saturated channels
tight_coincidence	int16	Channel within tight range of mean
max_gap	int32	Largest gap between hits inside peak [ns]
max_goodness_of_split	float32	Maximum interior goodness of split
max_diff	int32	Largest time difference between apexes of hits inside peak [ns]
min_diff	int32	Smallest time difference between apexes of hits inside peak [ns]
first_channel	int16	First channel/PMT number inside peak (sorted by apexes of hits)
last_channel	int16	Last channel/PMT number inside peak (sorted by apexes of hits)
merged	bool	Peaklet is merging input or peak is merged from peaklets

option	default	current	help
default_reconstruction_algorithm	cnf	<OMITTED>	default reconstruction algorithm that provides (x,y)
disable_progress_bar	True	<OMITTED>	Whether to disable the progress bar
gain_model	<OMITTED>	list-to-array://xedocs://pmt_area_to_pes?as_list=True&sort=pmt&detector=tpc&run_id=plugin.run_id&version=ONLINE&attr=value	PMT gain model. Specify as (str(model_config), str(version), nT-->boolean
maxexp	10	<OMITTED>	Maximum exponent for the posterior to keep numerical stability
merge_lone_hits	True	<OMITTED>	Merge lone hits into merged S2s
merge_s0	True	<OMITTED>	Merge S0s into merged S2s
merged_s2s_get_window_size_factor	5	<OMITTED>	Factor of the window size for the merged_s2s plugin
n_top_pmts	<OMITTED>	253	Number of top TPC array PMTs
n_tpc_pmts	<OMITTED>	494	Number of TPC PMTs
normal_max_sigma	7	<OMITTED>	Maximum sigma for the normal distribution CDF panel
normal_n_bins	501	<OMITTED>	Number of bins for the normal distribution CDF panel
p_value_prioritized	False	<OMITTED>	Whether to prioritize p-value over area when testing the proposal
poisson_max_mu	25	<OMITTED>	When to switch from Poisson to normal distribution
poisson_survival_ratio	0.0001	<OMITTED>	Survival ratio for Poisson distribution. The PMF smaller than this will be ignored.
rm_sparse_xy	True	<OMITTED>	Remove peaklets that are too far away in (x, y)
rough_max_sigma	20000.0	<OMITTED>	Maximum sigma for the merged peaks
rough_min_sigma	100.0	<OMITTED>	Minimum sigma for the merged peaks
rough_mu_bins	10	<OMITTED>	Number of bins for mu of merged peaks
rough_seg	30	<OMITTED>	Rough single electron gain [PE/e]
rough_sigma_bins	10	<OMITTED>	Number of bins for sigma of merged peaks
s2_merge_dr_thresholds	((1.51, 14.0), (1.84, 18.3), (2.18, 19.7), (2.51, 12.4), (2.84, 5.75))	<OMITTED>	Points to define maximum weighted mean deviation of the peaklets from the main cluster [cm]\nThe format is ((log10(area_top), dr), (..., ...), (..., ...))
s2_merge_gap_thresholds	((1.84, 28400.0), (2.18, 24000.0), (2.51, 19600.0), (2.84, 18000.0), (3.18, 16800.0), (3.51, 18600.0), (3.84, 19800.0), (4.18, 16600.0), (4.51, 12100.0))	<OMITTED>	Points to define maximum separation between peaklets to allow merging [ns] depending on log10 area of the merged peak\nwhere the gap size of the first point is the maximum gap to allow merging.The format is ((log10(area), max_gap), (..., ...), (..., ...))
s2_merge_max_duration	50000	<OMITTED>	Do not merge peaklets at all if the result would be a peak longer than this [ns]
s2_merge_p_thresholds	((4.18, 0.000989), (4.51, 0.00715), (4.84, 0.16))	<OMITTED>	Points to define minimum p-value of merging proposal depending on log10 area of the merged peak\nThe format is ((log10(area), p-value), (..., ...), (..., ...))
s2_merge_unmerged_thresholds	(1, 49.5, 0.01)	<OMITTED>	Max (number, fraction of unmerged, total area of unmerged) of type 20 peaklets inside a peak. The number of type 20 peaklets should not be larger than the number threshold. The area of type 20 peaklets should not be larger than the both area thresholds. The fraction threshold is important when S2 is large, while the total area threshold is important when S2 is small.
sigma_seg	6.5	<OMITTED>	Standard deviation of the single electron gain [PE/e]
use_bayesian_merging	True	<OMITTED>	Use Bayesian merging
use_uncertainty_weights	True	<OMITTED>	Use uncertainty from probabilistic posrec to derive weights

------------------ enhanced_peaklet_classification -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `MergedS2s `_ Data kind: peaklets Merge together peaklets if peak finding favours that they would form a single peak instead. Technically, the S2 merging algorithm merges S2 peaklets into S2 peaks. By introducing more information about the waveform and (x, y) distribution of potential groups of peaklets, the algorithm removes PI and DE population from S2 peaks. Note: Types FAR_XYPOS_S2_TYPE (20) and WIDE_XYPOS_S2_TYPE (22) are still S2s, but they do not participate in the event building. The algorithm merges S2 peaklets when they are close in (t, x, y). But if a group of peaklets is dense in time but sparse in (x, y), the following steps are conducted: 1. Merge these peaklets that are dense in (x, y). 2. Assign the peaklets that are dense in time but not dense in (x, y) by type 20, they are usually PI or DE. 3. If the sum of nearby type 20 is large compared to the merged peak, assign the merged peak as type 22, because it is usually PI. Reference: xenon:xenonnt:analysis:s2_merging_time_position xenon:xenonnt:analysis:sr2_peak_types Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
length	int32	Length of the interval in samples
dt	int32	Width of one sample [ns]
channel	int16	Channel/PMT number
type	int8	Classification of the peak(let)
vanilla_type	int8	Vanilla type of the peak(let)
som_type	int8	SOM type of the peak(let)
som_sub_type	int32	SOM subtype of the peak(let)
loc_x_som	int16	x location of the peak(let) in the SOM
loc_y_som	int16	y location of the peak(let) in the SOM
merged	bool	Peaklet is merging input or peak is merged from peaklets

option	default	current	help
default_reconstruction_algorithm	cnf	<OMITTED>	default reconstruction algorithm that provides (x,y)
disable_progress_bar	True	<OMITTED>	Whether to disable the progress bar
gain_model	<OMITTED>	list-to-array://xedocs://pmt_area_to_pes?as_list=True&sort=pmt&detector=tpc&run_id=plugin.run_id&version=ONLINE&attr=value	PMT gain model. Specify as (str(model_config), str(version), nT-->boolean
maxexp	10	<OMITTED>	Maximum exponent for the posterior to keep numerical stability
merge_lone_hits	True	<OMITTED>	Merge lone hits into merged S2s
merge_s0	True	<OMITTED>	Merge S0s into merged S2s
merged_s2s_get_window_size_factor	5	<OMITTED>	Factor of the window size for the merged_s2s plugin
n_top_pmts	<OMITTED>	253	Number of top TPC array PMTs
n_tpc_pmts	<OMITTED>	494	Number of TPC PMTs
normal_max_sigma	7	<OMITTED>	Maximum sigma for the normal distribution CDF panel
normal_n_bins	501	<OMITTED>	Number of bins for the normal distribution CDF panel
p_value_prioritized	False	<OMITTED>	Whether to prioritize p-value over area when testing the proposal
poisson_max_mu	25	<OMITTED>	When to switch from Poisson to normal distribution
poisson_survival_ratio	0.0001	<OMITTED>	Survival ratio for Poisson distribution. The PMF smaller than this will be ignored.
rm_sparse_xy	True	<OMITTED>	Remove peaklets that are too far away in (x, y)
rough_max_sigma	20000.0	<OMITTED>	Maximum sigma for the merged peaks
rough_min_sigma	100.0	<OMITTED>	Minimum sigma for the merged peaks
rough_mu_bins	10	<OMITTED>	Number of bins for mu of merged peaks
rough_seg	30	<OMITTED>	Rough single electron gain [PE/e]
rough_sigma_bins	10	<OMITTED>	Number of bins for sigma of merged peaks
s2_merge_dr_thresholds	((1.51, 14.0), (1.84, 18.3), (2.18, 19.7), (2.51, 12.4), (2.84, 5.75))	<OMITTED>	Points to define maximum weighted mean deviation of the peaklets from the main cluster [cm]\nThe format is ((log10(area_top), dr), (..., ...), (..., ...))
s2_merge_gap_thresholds	((1.84, 28400.0), (2.18, 24000.0), (2.51, 19600.0), (2.84, 18000.0), (3.18, 16800.0), (3.51, 18600.0), (3.84, 19800.0), (4.18, 16600.0), (4.51, 12100.0))	<OMITTED>	Points to define maximum separation between peaklets to allow merging [ns] depending on log10 area of the merged peak\nwhere the gap size of the first point is the maximum gap to allow merging.The format is ((log10(area), max_gap), (..., ...), (..., ...))
s2_merge_max_duration	50000	<OMITTED>	Do not merge peaklets at all if the result would be a peak longer than this [ns]
s2_merge_p_thresholds	((4.18, 0.000989), (4.51, 0.00715), (4.84, 0.16))	<OMITTED>	Points to define minimum p-value of merging proposal depending on log10 area of the merged peak\nThe format is ((log10(area), p-value), (..., ...), (..., ...))
s2_merge_unmerged_thresholds	(1, 49.5, 0.01)	<OMITTED>	Max (number, fraction of unmerged, total area of unmerged) of type 20 peaklets inside a peak. The number of type 20 peaklets should not be larger than the number threshold. The area of type 20 peaklets should not be larger than the both area thresholds. The fraction threshold is important when S2 is large, while the total area threshold is important when S2 is small.
sigma_seg	6.5	<OMITTED>	Standard deviation of the single electron gain [PE/e]
use_bayesian_merging	True	<OMITTED>	Use Bayesian merging
use_uncertainty_weights	True	<OMITTED>	Use uncertainty from probabilistic posrec to derive weights

------------------ peaklet_classification -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `PeakletClassificationSOM `_ Data kind: peaklets Self-Organizing Maps (SOM) https://xe1t-wiki.lngs.infn.it/doku.php?id=xenon:xenonnt:lsanchez:unsupervised_neural_network_som_methods https://xe1t-wiki.lngs.infn.it/doku.php?id=xenon:xenonnt:lsanchez:som_summary_note For peaklet classification. We this pluggin will provide 2 data types, the 'type' we are already familiar with, classifying peaklets as s1, s2 (using the new classification) or unknown (from the previous classification). As well as a new data type, SOM type, which will be assigned numbers based on the cluster in the SOM in which they are found. For each version I will make some documentation in the corrections repository explaining what I believe each cluster represents. This correction/plugin is currently on the testing phase, feel free to use it if you are curious or just want to test it or try it out but note this is note ready to be used in analysis. Here data will be classified into one of four types: Type 0: Unknown, these are all data that associated with being non-physical like dark counts or unknown signals that do not seem to come from interactions of interest in our detector. Type 1: S1 interactions produced by excited xenon molecules in the liquid xenon Type 2: S2 interactions produced when freed electrons in the LXe breach the liquid gas interface. Type 3: Gas events. S1 interactions that occur on the GXe instead of the liquid. Have S1 waveform shape, with higher AFT. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
length	int32	Length of the interval in samples
dt	int32	Width of one sample [ns]
channel	int16	Channel/PMT number
type	int8	Classification of the peak(let)
vanilla_type	int8	Vanilla type of the peak(let)
som_type	int8	SOM type of the peak(let)
som_sub_type	int32	SOM subtype of the peak(let)
loc_x_som	int16	x location of the peak(let) in the SOM
loc_y_som	int16	y location of the peak(let) in the SOM

option	default	current	help
s1_flatten_threshold_aft	(0.6, 100)	<OMITTED>	Threshold for AFT, above which we use a flatted boundary for rise timeSpecified values: (AFT boundary, constant rise time).
s1_max_rise_time_post100	200	<OMITTED>	Maximum S1 rise time for > 100 PE [ns]
s1_min_coincidence	2	<OMITTED>	Minimum tight coincidence necessary to make an S1
s1_risetime_aft_parameters	(-1, 2.6)	<OMITTED>	Slope and offset in exponential of emperical boundary in the rise time-AFT plot. Specified as (slope, offset)
s1_risetime_area_parameters	(50, 80, 12)	<OMITTED>	norm, const, tau in the empirical boundary in the risetime-area plot
s2_min_pmts	4	<OMITTED>	Minimum number of PMTs contributing to an S2
som_files	resource:/...id&fmt=npy	<OMITTED>
use_som_as_default	True	<OMITTED>	Boolean to indicate whether to use SOM or the straxen classifcation method for peaklet classification.

------------------ peaklet_positions_cnf -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `PeakletPositionsCNF `_ Data kind: peaklets Conditional Normalizing Flow for position reconstruction. This plugin reconstructs the position of peaklets using a conditional normalizing flow model. It provides x and y coordinates of the reconstructed position, along with uncertainty contours and uncertainty estimates in r and theta. For information on the model, see note_. .. _note: https://xe1t-wiki.lngs.infn.it/doku.php?id=xenon:xenonnt:juehang:flow_posrec_proposal_sr2 # noqa: E501 Configuration options: - min_reconstruction_area: Minimum area (PE) required for reconstruction - n_poly: Size of the uncertainty contour - sig: Confidence level of the contour - log_area_scale: Scaling parameter for log area - n_top_pmts: Number of top PMTs - cnf_pred_function: Path to the compiled JAX function for predictions Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
x_cnf	float32	Reconstructed cnf S2 X position (cm), uncorrected
y_cnf	float32	Reconstructed cnf S2 Y position (cm), uncorrected
position_contour_cnf	('<f4', (17, 2))	Position uncertainty contour (cm)
position_contour_area_cnf	float32	Area in position uncertainty contour (cm^2)
r_uncertainty_cnf	float32	Position uncertainty in r (cm)
theta_uncertainty_cnf	float32	Position uncertainty in theta (rad)
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help
N_chunk_max	4096	<OMITTED>	Maximum size of chunk for vectorised JAX function
cnf_pred_function	jax://reso...gin.run_id	<OMITTED>	Compiled JAX function
fix_steps_per_execution	True	<OMITTED>	Fix steps_per_execution to 1 for the model, this is a patch when keras and tensorflow are not fully compatible
log_area_scale	10	<OMITTED>	Scaling parameter for log area
min_reconstruction_area	0	<OMITTED>	Skip reconstruction if area (PE) is less than this
n_poly	16	<OMITTED>	Size of uncertainty contour
n_top_pmts	253	253	Number of top PMTs
sig	0.393	<OMITTED>	Confidence level of contour

------------------ peaklet_positions_mlp -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `PeakletPositionsMLP `_ Data kind: peaklets Multilayer Perceptron (MLP) neural net for position reconstruction. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
x_mlp	float32	Reconstructed mlp S2 X position (cm), uncorrected
y_mlp	float32	Reconstructed mlp S2 Y position (cm), uncorrected
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help
fix_steps_per_execution	True	<OMITTED>	Fix steps_per_execution to 1 for the model, this is a patch when keras and tensorflow are not fully compatible
min_reconstruction_area	0	<OMITTED>	Skip reconstruction if area (PE) is less than this
n_top_pmts	253	253	Number of top PMTs
tf_model_mlp	tf://resou...t=abs_path	<OMITTED>	MLP model. Should be opened using the "tf" descriptor. Set to "None" to skip computation

------------------ peaklets -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `Peaklets `_ Data kind: peaklets Split records into: - peaklets - lone_hits Peaklets are very aggressively split peaks such that we are able to find S1-S2s even if they are close to each other. (S2) Peaks that are split into too many peaklets will be merged later on. To get Peaklets from records apply/do: 1. Hit finding 2. Peak finding 3. Peak splitting using the natural breaks algorithm 4. Compute the digital sum waveform Lone hits are all hits which are outside of any peak. The area of lone_hits includes the left and right hit extension, except the extension overlaps with any peaks or other hits. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
length	int32	Length of the interval in samples
dt	int32	Width of one sample [ns]
channel	int16	Channel/PMT number
type	int8	Classification of the peak(let)
area	float32	Integral across channels [PE]
area_fraction_top	float32	Fraction of area seen by the top array
area_per_channel	('<f4', (494,))	Integral per channel [PE]
n_hits	int32	Number of hits contributing at least one sample to the peak
data_top	('<f4', (200,))	Waveform data in PE/sample (not PE/ns!), top array
data_start	('<f4', (200,))	Waveform data in PE/sample (not PE/ns!), starting not downsampled samples
data	('<f4', (200,))	Waveform data in PE/sample (not PE/ns!)
center_time	int64	Weighted average center time of the peak [ns]
median_time	float32	Weighted relative median time of the peak [ns]
width	('<f4', (11,))	Peak widths in range of central area fraction [ns]
area_decile_from_midpoint	('<f4', (11,))	Peak widths: time between nth and 5th area decile [ns]
saturated_channel	('i1', (494,))	Does the channel reach ADC saturation?
n_saturated_channels	int16	Total number of saturated channels
tight_coincidence	int16	Channel within tight range of mean
max_gap	int32	Largest gap between hits inside peak [ns]
max_goodness_of_split	float32	Maximum interior goodness of split
max_diff	int32	Largest time difference between apexes of hits inside peak [ns]
min_diff	int32	Smallest time difference between apexes of hits inside peak [ns]
first_channel	int16	First channel/PMT number inside peak (sorted by apexes of hits)
last_channel	int16	Last channel/PMT number inside peak (sorted by apexes of hits)

option	default	current	help
channel_map	<OMITTED>	(tpc, he, aqmon, aqmon_nv, tpc_blank, mv, aux_mv, mv_blank, nveto, nveto_blank)	immutabledict mapping subdetector to (min, max) channel number.
diagnose_sorting	False	<OMITTED>	Enable runtime checks for sorting and disjointness
gain_model	<OMITTED>	list-to-array://xedocs://pmt_area_to_pes?as_list=True&sort=pmt&detector=tpc&run_id=plugin.run_id&version=ONLINE&attr=value	PMT gain model. Specify as URL or explicit value
hit_min_amplitude	list-to-ar...ion=ONLINE	<OMITTED>	Minimum hit amplitude in ADC counts above baseline. Specify as a tuple of length n_tpc_pmts, or a number,or a string like "pmt_commissioning_initial" which means callinghitfinder_thresholds.py
n_top_pmts	<OMITTED>	253	Number of top TPC array PMTs
n_tpc_pmts	<OMITTED>	494	Number of TPC PMTs
peak_left_extension	30	<OMITTED>	Include this many ns left of hits in peaks
peak_min_pmts	2	<OMITTED>	Minimum number of contributing PMTs needed to define a peak
peak_right_extension	200	<OMITTED>	Include this many ns right of hits in peaks
peak_split_filter_wing_width	70	<OMITTED>	Wing width of moving average filter for low-split natural breaks
peak_split_gof_threshold	(None, ((0.5, 1.0), (6.0, 0.4)), ((2.5, 1.0), (5.625, 0.4)))	<OMITTED>	Natural breaks goodness of fit/split threshold to split a peak. Specify as tuples of (log10(area), threshold).
peak_split_iterations	20	<OMITTED>	Maximum number of recursive peak splits to do.
peak_split_min_area	40.0	<OMITTED>	Minimum area to evaluate natural breaks criterion. Smaller peaks are not split.
peaklet_gap_threshold	700	<OMITTED>	No hits for this many ns triggers a new peak
peaklet_max_duration	10000000	<OMITTED>	Maximum duration [ns] of a peaklet
saturation_correction_on	True	<OMITTED>	On off switch for saturation correction
saturation_min_reference_length	20	<OMITTED>	Minimum number of reference sample used to correct saturated samples
saturation_reference_length	100	<OMITTED>	Maximum number of reference sample used to correct saturated samples
store_data_start	True	<OMITTED>	Save the start time of the waveform with minimum dt
store_data_top	True	<OMITTED>	Save the sum waveform of the top array separately
tight_coincidence_window_left	50	<OMITTED>	Time range left of peak center to call a hit a tight coincidence (ns)
tight_coincidence_window_right	50	<OMITTED>	Time range right of peak center to call a hit a tight coincidence (ns)

------------------ lone_hits -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `Peaklets `_ Data kind: lone_hits Split records into: - peaklets - lone_hits Peaklets are very aggressively split peaks such that we are able to find S1-S2s even if they are close to each other. (S2) Peaks that are split into too many peaklets will be merged later on. To get Peaklets from records apply/do: 1. Hit finding 2. Peak finding 3. Peak splitting using the natural breaks algorithm 4. Compute the digital sum waveform Lone hits are all hits which are outside of any peak. The area of lone_hits includes the left and right hit extension, except the extension overlaps with any peaks or other hits. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
length	int32	Length of the interval in samples
dt	int16	Width of one sample [ns]
channel	int16	Channel/PMT number
area	float32	Integral [ADC x samples]
left	int16	Index of sample in record in which hit starts
right	int16	Index of first sample in record just beyond hit (exclusive bound)
left_integration	int16	For lone hits, index of sample in record where integration starts
right_integration	int16	For lone hits, index of first sample beyond integration region
record_i	int32	Internal (temporary) index of fragment in which hit was found
threshold	float32	ADC threshold applied in order to find hits
height	float32	Maximum amplitude above baseline [ADC counts]
max_time	int64	Time when hit reach maximum amplitude [ns]

option	default	current	help
channel_map	<OMITTED>	(tpc, he, aqmon, aqmon_nv, tpc_blank, mv, aux_mv, mv_blank, nveto, nveto_blank)	immutabledict mapping subdetector to (min, max) channel number.
diagnose_sorting	False	<OMITTED>	Enable runtime checks for sorting and disjointness
gain_model	<OMITTED>	list-to-array://xedocs://pmt_area_to_pes?as_list=True&sort=pmt&detector=tpc&run_id=plugin.run_id&version=ONLINE&attr=value	PMT gain model. Specify as URL or explicit value
hit_min_amplitude	list-to-ar...ion=ONLINE	<OMITTED>	Minimum hit amplitude in ADC counts above baseline. Specify as a tuple of length n_tpc_pmts, or a number,or a string like "pmt_commissioning_initial" which means callinghitfinder_thresholds.py
n_top_pmts	<OMITTED>	253	Number of top TPC array PMTs
n_tpc_pmts	<OMITTED>	494	Number of TPC PMTs
peak_left_extension	30	<OMITTED>	Include this many ns left of hits in peaks
peak_min_pmts	2	<OMITTED>	Minimum number of contributing PMTs needed to define a peak
peak_right_extension	200	<OMITTED>	Include this many ns right of hits in peaks
peak_split_filter_wing_width	70	<OMITTED>	Wing width of moving average filter for low-split natural breaks
peak_split_gof_threshold	(None, ((0.5, 1.0), (6.0, 0.4)), ((2.5, 1.0), (5.625, 0.4)))	<OMITTED>	Natural breaks goodness of fit/split threshold to split a peak. Specify as tuples of (log10(area), threshold).
peak_split_iterations	20	<OMITTED>	Maximum number of recursive peak splits to do.
peak_split_min_area	40.0	<OMITTED>	Minimum area to evaluate natural breaks criterion. Smaller peaks are not split.
peaklet_gap_threshold	700	<OMITTED>	No hits for this many ns triggers a new peak
peaklet_max_duration	10000000	<OMITTED>	Maximum duration [ns] of a peaklet
saturation_correction_on	True	<OMITTED>	On off switch for saturation correction
saturation_min_reference_length	20	<OMITTED>	Minimum number of reference sample used to correct saturated samples
saturation_reference_length	100	<OMITTED>	Maximum number of reference sample used to correct saturated samples
store_data_start	True	<OMITTED>	Save the start time of the waveform with minimum dt
store_data_top	True	<OMITTED>	Save the sum waveform of the top array separately
tight_coincidence_window_left	50	<OMITTED>	Time range left of peak center to call a hit a tight coincidence (ns)
tight_coincidence_window_right	50	<OMITTED>	Time range right of peak center to call a hit a tight coincidence (ns)

------------------ veto_intervals_gps_sync -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `GpsSyncDAQVeto `_ Data kind: veto_intervals Plugin which computes veto_intervals using GPS times. Required to compute correctly total lifetime loss of experiment. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]
t_gps	int64	GPS absolute time [ns]

option	default	current	help
gps_truth_vicinity	4.5	<OMITTED>	+/- time interval in [s] in which the GPS truth should be searched for each GPS pulse.
tpc_internal_delay	{'0': 4917, '020380': 10137, '043040': 0}	<OMITTED>	Internal delay between aqmon and regular TPC channels ins [ns]

------------------ records -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `PulseProcessing `_ Data kind: records Split raw_records into: - (tpc) records - aqmon_records - pulse_counts For TPC records, apply basic processing: 1. Flip, baseline, and integrate the waveform 2. Apply software HE veto after high-energy peaks. 3. Find hits, apply linear filter, and zero outside hits. pulse_counts holds some average information for the individual PMT channels for each chunk of raw_records. This includes e.g. number of recorded pulses, lone_pulses (pulses which do not overlap with any other pulse), or mean values of baseline and baseline rms channel. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
length	int32	Length of the interval in samples
dt	int16	Width of one sample [ns]
channel	int16	Channel/PMT number
pulse_length	int32	Length of pulse to which the record belongs (without zero-padding)
record_i	int16	Fragment number in the pulse
area	int32	Integral in ADC counts x samples
reduction_level	uint8	Level of data reduction applied (strax.ReductionLevel enum)
baseline	float32	Baseline in ADC counts. data = int(baseline) - data_orig
baseline_rms	float32	Baseline RMS in ADC counts. data = baseline - data_orig
amplitude_bit_shift	int16	Multiply data by 2**(this number). Baseline is unaffected.
data	('<i2', (110,))	Waveform data in raw counts above integer part of baseline

option	default	current	help
allow_sloppy_chunking	False	<OMITTED>	Use a default baseline for incorrectly chunked fragments. This is a kludge for improperly converted XENON1T data.
baseline_samples	40	<OMITTED>	Number of samples to use at the start of the pulse to determine the baseline
channel_map	<OMITTED>	(tpc, he, aqmon, aqmon_nv, tpc_blank, mv, aux_mv, mv_blank, nveto, nveto_blank)	immutabledict mapping subdetector to (min, max) channel number.
check_raw_record_overlaps	True	<OMITTED>	Crash if any of the pulses in raw_records overlap with others in the same channel
daq_chunk_duration	5000000000	<OMITTED>	Duration of regular chunks in ns
daq_compressor	lz4	<OMITTED>	Algorithm used for (de)compressing the live data
daq_input_dir	<OMITTED>	<OMITTED>	Directory where readers put data
daq_overlap_chunk_duration	500000000	<OMITTED>	Duration of intermediate/overlap chunks in ns
hev_gain_model	None	<OMITTED>	PMT gain model used in the software high-energy veto.
hit_min_amplitude	list-to-ar...ion=ONLINE	<OMITTED>	Minimum hit amplitude in ADC counts above baseline. Specify as a tuple of length n_tpc_pmts, or a number,or a string like "pmt_commissioning_initial" which means callinghitfinder_thresholds.py
max_digitizer_sampling_time	10	<OMITTED>	Highest interval time of the digitizer sampling times(s) used.
max_veto_value	None	<OMITTED>	Optionally pass a HE peak that exceeds this absolute area. (if performing a hard veto, can keep a few statistics.)
n_tpc_pmts	<OMITTED>	494	Number of TPC PMTs
pmt_pulse_filter	None	<OMITTED>	Linear filter to apply to pulses, will be normalized.
readout_threads	<OMITTED>	<OMITTED>	Dictionary of the readout threads where the keys specify the reader and value the number of threads
record_length	110	<OMITTED>	Number of samples per raw_record
run_start_time	0	<OMITTED>	time of start run (s since unix epoch)
safe_break_in_pulses	1000	<OMITTED>	Time (ns) between pulses indicating a safe break in the datastream -- gaps of this size cannot be interior to peaklets.
save_outside_hits	(3, 20)	<OMITTED>	Save (left, right) samples besides hits; cut the rest
tail_veto_duration	3000000	<OMITTED>	Time in ns to veto after large peaks
tail_veto_pass_extend	3	<OMITTED>	Extend pass veto by this many samples (tail_veto_resolution!)
tail_veto_pass_fraction	0.05	<OMITTED>	Pass veto if maximum amplitude above max * fraction
tail_veto_resolution	1000	<OMITTED>	Time resolution in ns for pass-veto waveform summation
tail_veto_threshold	0	<OMITTED>	Minimum peakarea in PE to trigger tail veto.Set to None, 0 or False to disable veto.

------------------ veto_regions -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `PulseProcessing `_ Data kind: veto_regions Split raw_records into: - (tpc) records - aqmon_records - pulse_counts For TPC records, apply basic processing: 1. Flip, baseline, and integrate the waveform 2. Apply software HE veto after high-energy peaks. 3. Find hits, apply linear filter, and zero outside hits. pulse_counts holds some average information for the individual PMT channels for each chunk of raw_records. This includes e.g. number of recorded pulses, lone_pulses (pulses which do not overlap with any other pulse), or mean values of baseline and baseline rms channel. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
length	int32	Length of the interval in samples
dt	int16	Width of one sample [ns]
channel	int16	Channel/PMT number
area	float32	Integral [ADC x samples]
left	int16	Index of sample in record in which hit starts
right	int16	Index of first sample in record just beyond hit (exclusive bound)
left_integration	int16	For lone hits, index of sample in record where integration starts
right_integration	int16	For lone hits, index of first sample beyond integration region
record_i	int32	Internal (temporary) index of fragment in which hit was found
threshold	float32	ADC threshold applied in order to find hits
height	float32	Maximum amplitude above baseline [ADC counts]
max_time	int64	Time when hit reach maximum amplitude [ns]

option	default	current	help
allow_sloppy_chunking	False	<OMITTED>	Use a default baseline for incorrectly chunked fragments. This is a kludge for improperly converted XENON1T data.
baseline_samples	40	<OMITTED>	Number of samples to use at the start of the pulse to determine the baseline
check_raw_record_overlaps	True	<OMITTED>	Crash if any of the pulses in raw_records overlap with others in the same channel
hev_gain_model	None	<OMITTED>	PMT gain model used in the software high-energy veto.
hit_min_amplitude	list-to-ar...ion=ONLINE	<OMITTED>	Minimum hit amplitude in ADC counts above baseline. Specify as a tuple of length n_tpc_pmts, or a number,or a string like "pmt_commissioning_initial" which means callinghitfinder_thresholds.py
max_veto_value	None	<OMITTED>	Optionally pass a HE peak that exceeds this absolute area. (if performing a hard veto, can keep a few statistics.)
n_tpc_pmts	<OMITTED>	494	Number of TPC PMTs
pmt_pulse_filter	None	<OMITTED>	Linear filter to apply to pulses, will be normalized.
save_outside_hits	(3, 20)	<OMITTED>	Save (left, right) samples besides hits; cut the rest
tail_veto_duration	3000000	<OMITTED>	Time in ns to veto after large peaks
tail_veto_pass_extend	3	<OMITTED>	Extend pass veto by this many samples (tail_veto_resolution!)
tail_veto_pass_fraction	0.05	<OMITTED>	Pass veto if maximum amplitude above max * fraction
tail_veto_resolution	1000	<OMITTED>	Time resolution in ns for pass-veto waveform summation
tail_veto_threshold	0	<OMITTED>	Minimum peakarea in PE to trigger tail veto.Set to None, 0 or False to disable veto.

------------------ pulse_counts -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `PulseProcessing `_ Data kind: pulse_counts Split raw_records into: - (tpc) records - aqmon_records - pulse_counts For TPC records, apply basic processing: 1. Flip, baseline, and integrate the waveform 2. Apply software HE veto after high-energy peaks. 3. Find hits, apply linear filter, and zero outside hits. pulse_counts holds some average information for the individual PMT channels for each chunk of raw_records. This includes e.g. number of recorded pulses, lone_pulses (pulses which do not overlap with any other pulse), or mean values of baseline and baseline rms channel. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time of the chunk
endtime	int64	End time of the chunk
pulse_count	('<i8', (494,))	Number of pulses
lone_pulse_count	('<i8', (494,))	Number of lone pulses
pulse_area	('<i8', (494,))	Integral of all pulses in ADC_count x samples
lone_pulse_area	('<i8', (494,))	Integral of lone pulses in ADC_count x samples
baseline_mean	('<i2', (494,))	Average baseline
baseline_rms_mean	('<f4', (494,))	Average baseline rms

option	default	current	help
allow_sloppy_chunking	False	<OMITTED>	Use a default baseline for incorrectly chunked fragments. This is a kludge for improperly converted XENON1T data.
baseline_samples	40	<OMITTED>	Number of samples to use at the start of the pulse to determine the baseline
check_raw_record_overlaps	True	<OMITTED>	Crash if any of the pulses in raw_records overlap with others in the same channel
hev_gain_model	None	<OMITTED>	PMT gain model used in the software high-energy veto.
hit_min_amplitude	list-to-ar...ion=ONLINE	<OMITTED>	Minimum hit amplitude in ADC counts above baseline. Specify as a tuple of length n_tpc_pmts, or a number,or a string like "pmt_commissioning_initial" which means callinghitfinder_thresholds.py
max_veto_value	None	<OMITTED>	Optionally pass a HE peak that exceeds this absolute area. (if performing a hard veto, can keep a few statistics.)
n_tpc_pmts	<OMITTED>	494	Number of TPC PMTs
pmt_pulse_filter	None	<OMITTED>	Linear filter to apply to pulses, will be normalized.
save_outside_hits	(3, 20)	<OMITTED>	Save (left, right) samples besides hits; cut the rest
tail_veto_duration	3000000	<OMITTED>	Time in ns to veto after large peaks
tail_veto_pass_extend	3	<OMITTED>	Extend pass veto by this many samples (tail_veto_resolution!)
tail_veto_pass_fraction	0.05	<OMITTED>	Pass veto if maximum amplitude above max * fraction
tail_veto_resolution	1000	<OMITTED>	Time resolution in ns for pass-veto waveform summation
tail_veto_threshold	0	<OMITTED>	Minimum peakarea in PE to trigger tail veto.Set to None, 0 or False to disable veto.

------------------ veto_intervals -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `VetoIntervals `_ Data kind: veto_intervals Find pairs of veto start and veto stop signals and the veto. duration between them: - busy_* <= V1495 busy veto for tpc channels - busy_he_* <= V1495 busy veto for high energy tpc channels - hev_* <= DDC10 hardware high energy veto - straxen_deadtime <= special case of deadtime introduced by the DAQReader-plugin Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
veto_interval	int64	veto interval [ns]
veto_type	<U30	veto signal type
time	int64	Start time since unix epoch [ns]
endtime	int64	Exclusive end time since unix epoch [ns]

option	default	current	help

------------------ aqmon_hits -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `AqmonHits `_ Data kind: aqmon_hits Find hits in acquisition monitor data. These hits could be then used by other plugins for deadtime calculations, GPS SYNC analysis, etc. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
length	int32	Length of the interval in samples
dt	int16	Width of one sample [ns]
channel	int16	Channel/PMT number
area	float32	Integral [ADC x samples]
left	int16	Index of sample in record in which hit starts
right	int16	Index of first sample in record just beyond hit (exclusive bound)
left_integration	int16	For lone hits, index of sample in record where integration starts
right_integration	int16	For lone hits, index of first sample beyond integration region
record_i	int32	Internal (temporary) index of fragment in which hit was found
threshold	float32	ADC threshold applied in order to find hits
height	float32	Maximum amplitude above baseline [ADC counts]
max_time	int64	Time when hit reach maximum amplitude [ns]

option	default	current	help
baseline_samples_aqmon	10	<OMITTED>	Number of samples to use at the start of the pulse to determine the baseline
check_raw_record_aqmon_overlaps	True	<OMITTED>	Crash if any of the pulses in raw_records_aqmon overlap with others in the same channel
hit_min_amplitude_aqmon	((50, (800,)), (1500, (797, 798, 801, 802, 803, 804, 805, 806, 807)), (0, (799,)))	<OMITTED>	Minimum hit threshold in ADC*counts above baseline. Specified per channel in the format (threshold, (chx,chy),)

------------------ afterpulses -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `LEDAfterpulseProcessing `_ Data kind: afterpulses Plugin for processing LED afterpulses. Detect LED pulses and afterpulses (APs) in raw_records waveforms. Compute the AP datatype. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
length	int32	Length of the interval in samples
dt	int16	Width of one sample [ns]
channel	int16	Channel/PMT number
area	int32	Integral in ADC x samples
area_pe	float32	Pulse area in PE
left	int16	Sample index in which hit starts
sample_10pc_area	int16	Sample index in which hit area succeeds 10% of total area
sample_50pc_area	int16	Sample index in which hit area succeeds 50% of total area
max	int16	Sample index of hit maximum
right	int16	Index of first sample in record just beyond hit (exclusive bound)
height	int32	Height of hit in ADC counts
height_pe	float32	Height of hit in PE
tdelay	int16	Delay of hit w.r.t. LED hit in same WF, in samples
record_i	int32	Internal (temporary) index of fragment in which hit was found
left_integration	int16	Index of sample in record where integration starts
right_integration	int16	Index of first sample beyond integration region
threshold	float32	ADC threshold applied in order to find hits

option	default	current	help
LED_hit_left_boundary	50	<OMITTED>	Left boundary after which the first hit marks the position of the LED window
LED_hit_right_boundary	110	<OMITTED>	Right boundary after which the LED hit will no longer be searched
LED_window_width	20	<OMITTED>	Width of the window in which hits are merged into the LED hit after the first hit
baseline_samples	40	<OMITTED>	Number of samples to use at start of WF to determine the baseline
gain_model	<OMITTED>	list-to-array://xedocs://pmt_area_to_pes?as_list=True&sort=pmt&detector=tpc&run_id=plugin.run_id&version=ONLINE&attr=value	PMT gain model. Specify as (model_type, model_config)
hit_min_amplitude	list-to-ar...ion=ONLINE	<OMITTED>	Minimum hit amplitude in ADC counts above baseline. Specify as a tuple of length n_tpc_pmts, or a number,or a string like "legacy-thresholds://pmt_commissioning_initial" which means callinghitfinder_thresholds.pyor url string like "xedocs://hit_thresholds_tpc?version=ONLINE" which meanscalling xedocs.
hit_min_height_over_noise	4	<OMITTED>	Minimum hit amplitude in numbers of baseline_rms above baseline.Actual threshold used is max(hit_min_amplitude, hit_min_height_over_noise * baseline_rms).
n_tpc_pmts	<OMITTED>	494	Number of PMTs in TPC
save_outside_hits	(3, 20)	<OMITTED>	Save (left, right) samples besides hits; cut the rest

------------------ led_calibration -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `LEDCalibration `_ Data kind: led_cal LEDCalibration Plugin for PMT LED signal analysis. This plugin processes raw PMT data and extracts various calibration parameters related to LED signals and noise. It is used during PMT calibration runs to measure LED pulse amplitudes, noise characteristics, and other relevant metrics. The analysis assumes a fixed LED window and computes parameters for both LED-on and LED-off runs. **Key Features:** - Extracts LED and noise amplitudes. - Computes the area of LED pulses using multiple integration windows for noise mitigation. - Identifies triggered intervals based on hits. **Returned Variables:** - `area`: Area under the LED pulse, averaged over multiple integration windows. - `area_noise`: Area in a noise window far from the LED signal. - `amplitude_led`: Peak amplitude of the LED signal. - `amplitude_noise`: Peak amplitude in a noise window. - `channel`: PMT channel identifier. - `time`: Start time of the interval (ns since UNIX epoch). - `dt`: Time resolution in nanoseconds. - `length`: Length of the interval in samples. - `triggered`: Boolean indicating if a hit was found in the record. - `hit_position`: Sample index of the hit defining the window position. - `integration_window`: Integration window used for area calculations. - `baseline`: Baseline of the record. Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
length	int32	Length of the interval in samples
dt	int16	Width of one sample [ns]
channel	int16	Channel/PMT number
area	float32	Area averaged in integration windows
area_noise	float32	Area averaged in noise integration windows
amplitude_led	float32	Amplitude in LED window
amplitude_noise	float32	Amplitude in off LED window
triggered	bool	Whether there was a hit found in the record
hit_position	uint8	Sample index of the hit that defines the window position
integration_window	('u1', (2,))	Window used for integration
baseline	float32	Baseline from the record

option	default	current	help
area_averaging_length	7	<OMITTED>	The total length of the averaging window for the area calculation. To mitigate a possiple bias from noise, the area is integrated multiple times with sligntly different window lengths and then averaged. area_averaging_length should be divisible by area_averaging_step.
area_averaging_step	1	<OMITTED>	The step size used for the different windows, averaged for the area calculation. To mitigate a possiple bias from noise, the area is integrated multiple times with sligntly different window lengths and then averaged. area_averaging_length should be divisible by area_averaging_step.
baseline_window	(0, 40)	<OMITTED>	Window (samples) for baseline calculation.
channel_list	(0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, ...)	<OMITTED>	List of PMTs. Defalt value: all the PMTs
default_run_comments	[auto, SC user: , pulserScript: ]	<OMITTED>	List of default comments the automatic script for runs in PMT calibration.
fixed_led_window	(78, 142)	<OMITTED>	Window (samples) where we expect the signal in LED calibration
fixed_position	88	<OMITTED>	Fixed ADC sample upon which the integration window is defined. This is used as default when no hits or less than a certain amount are identified.
led_cal_hit_min_height_over_noise	6	<OMITTED>	Minimum hit amplitude in numbers of baseline_rms above baseline.
led_cal_record_length	160	<OMITTED>	Length (samples) of one record without 0 padding.
led_hit_extension	(-8, 32)	<OMITTED>	The extension around the LED hit to integrate.
minimum_led_position	60	<OMITTED>	The minimum sample index to consider for LED hits. Hits before this sample are ignored.
noise_run_comments	[SPE_calibration_step0, Gain_calibration_step3]	<OMITTED>	List of comments for noise runs in PMT calibration.
noise_window	(1, 65)	<OMITTED>	Window (samples) to analysis the noise
run_doc	run_doc://...gin.run_id	<OMITTED>	Comments dictionary from the run metadata. It is used for discriminate between LED on and LED off runs.

------------------ raw_records -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `DAQReader `_ Data kind: raw_records Read the XENONnT DAQ-live_data from redax and split it to the appropriate raw_record data- types based on the channel-map. Does nothing whatsoever to the live_data; not even baselining. Provides: - raw_records: (tpc)raw_records. - raw_records_he: raw_records for the high energy boards digitizing the top PMT-array at lower amplification. - raw_records_nv: neutron veto raw_records; only stored temporary as the software coincidence trigger not applied yet. - raw_records_mv: muon veto raw_records. - raw_records_aqmon: raw_records for the acquisition monitor (_nv for neutron veto). Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
length	int32	Length of the interval in samples
dt	int16	Width of one sample [ns]
channel	int16	Channel/PMT number
pulse_length	int32	Length of pulse to which the record belongs (without zero-padding)
record_i	int16	Fragment number in the pulse
baseline	int16	Baseline determined by the digitizer (if this is supported)
data	('<i2', (110,))	Waveform data in raw ADC counts

option	default	current	help
channel_map	<OMITTED>	(tpc, he, aqmon, aqmon_nv, tpc_blank, mv, aux_mv, mv_blank, nveto, nveto_blank)	immutabledict mapping subdetector to (min, max) channel number.
daq_chunk_duration	5000000000	<OMITTED>	Duration of regular chunks in ns
daq_compressor	lz4	<OMITTED>	Algorithm used for (de)compressing the live data
daq_input_dir	<OMITTED>	<OMITTED>	Directory where readers put data
daq_overlap_chunk_duration	500000000	<OMITTED>	Duration of intermediate/overlap chunks in ns
max_digitizer_sampling_time	10	<OMITTED>	Highest interval time of the digitizer sampling times(s) used.
readout_threads	<OMITTED>	<OMITTED>	Dictionary of the readout threads where the keys specify the reader and value the number of threads
record_length	110	<OMITTED>	Number of samples per raw_record
run_start_time	0	<OMITTED>	time of start run (s since unix epoch)
safe_break_in_pulses	1000	<OMITTED>	Time (ns) between pulses indicating a safe break in the datastream -- gaps of this size cannot be interior to peaklets.

------------------ raw_records_aqmon -------------------------------------------------------- Description ~~~~~~~~~~~~~~~~~~~~~~ Provided by plugin: `DAQReader `_ Data kind: raw_records_aqmon Read the XENONnT DAQ-live_data from redax and split it to the appropriate raw_record data- types based on the channel-map. Does nothing whatsoever to the live_data; not even baselining. Provides: - raw_records: (tpc)raw_records. - raw_records_he: raw_records for the high energy boards digitizing the top PMT-array at lower amplification. - raw_records_nv: neutron veto raw_records; only stored temporary as the software coincidence trigger not applied yet. - raw_records_mv: muon veto raw_records. - raw_records_aqmon: raw_records for the acquisition monitor (_nv for neutron veto). Columns provided ~~~~~~~~~~~~~~~~~~~~~~ .. raw:: html

Field name	Data type	Comment
time	int64	Start time since unix epoch [ns]
length	int32	Length of the interval in samples
dt	int16	Width of one sample [ns]
channel	int16	Channel/PMT number
pulse_length	int32	Length of pulse to which the record belongs (without zero-padding)
record_i	int16	Fragment number in the pulse
baseline	int16	Baseline determined by the digitizer (if this is supported)
data	('<i2', (110,))	Waveform data in raw ADC counts

option	default	current	help
channel_map	<OMITTED>	(tpc, he, aqmon, aqmon_nv, tpc_blank, mv, aux_mv, mv_blank, nveto, nveto_blank)	immutabledict mapping subdetector to (min, max) channel number.
daq_chunk_duration	5000000000	<OMITTED>	Duration of regular chunks in ns
daq_compressor	lz4	<OMITTED>	Algorithm used for (de)compressing the live data
daq_input_dir	<OMITTED>	<OMITTED>	Directory where readers put data
daq_overlap_chunk_duration	500000000	<OMITTED>	Duration of intermediate/overlap chunks in ns
max_digitizer_sampling_time	10	<OMITTED>	Highest interval time of the digitizer sampling times(s) used.
readout_threads	<OMITTED>	<OMITTED>	Dictionary of the readout threads where the keys specify the reader and value the number of threads
record_length	110	<OMITTED>	Number of samples per raw_record
run_start_time	0	<OMITTED>	time of start run (s since unix epoch)
safe_break_in_pulses	1000	<OMITTED>	Time (ns) between pulses indicating a safe break in the datastream -- gaps of this size cannot be interior to peaklets.

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