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Installation:

git clone cd analysis_tools pip install -e .

The -e flag allows you to edit the package If using on lxplus you will need to setup this in a python virtual environment

WaveformProcessing

Waveform processing contains a copy of the CFD used in the test stand repository WaveformProcessing.cfd_teststand_method() processes the CFD using that method returning the charge and the time for a pulse in that waveform - including non-linearity corrections for both

do_pulse_finding and do_pulse_finding_vect

Finds pulses in the waveforms using the same method as run online on the mPMT. do_pulse_finding_vect is a vectorised version

CalibrationDBInterface

Interfaces with the calibration database see more instruction here https://wcte.hyperk.ca/documents/calibration-db-apis/v1-api-endpoints-documentation Currently processed for the test database - to be updated when the production database is ready. The authentication requires a credential text file ./.wctecaldb.credential to be in the current working directory - more details in the database interface above

PMTMapping

PMTMapping is a class containing the mapping of the WCTE PMTs slot and position ids to the electronics channel and mPMT card ids and vice versa Usage: mapping = PMTMapping() mapping.get_slot_pmt_pos_from_card_pmt_chan(card_id,pmt_channel) returns the slot and pmt position and mapping.get_card_pmt_chan_from_slot_pmt_pos(slot_id,pmt_position) returns the card and channel The mapping json is located in the package

DetectorGeometry

Class to load PMT positions, directions and calculate time of flight.

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