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scorpicore_cleaning.py
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scorpicore_cleaning.py
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#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Wed Oct 6 16:00:43 2021
@author: yaroslav
"""
import Pmt
import scorpicore_plotter
#import scorpicore_tools as tools
#def zero_cleaning(event_number):
#
# print("ZERO cleaning of event number ", event_number, " ...")
# maximum_distance = 0
#
# for pmt_item_1 in Pmt.pmt.list_of_pmts:
# for pmt_item_2 in Pmt.pmt.list_of_pmts:
# current_distance = tools.square_root((pmt_item_1.x - pmt_item_2.x)**2 + (pmt_item_1.y - pmt_item_2.y)**2)
# if current_distance > maximum_distance:
# maximum_distance = current_distance
# if maximum_distance > 2500: return 0
# else: return 1
def treshold_cleaning(event_number, treshold):
print("Treshold cleaning for event {} with treshold {} is providing...".format(
event_number,
treshold))
for pmt_item in Pmt.pmt.list_of_pmts:
if pmt_item.amplitude < treshold:
pmt_item.cleaning_status = 0
def sum_of_neighbors_cleaning(event_number, treshold):
print("Neighbors cleaning for event {} with treshold {} is providing...".format(
event_number,
treshold))
for pmt_item_0 in Pmt.pmt.list_of_pmts:
sum_amplitude = 0
for neighbor_global_number in pmt_item_0.neighbors_list:
for pmt_item_1 in Pmt.pmt.list_of_pmts:
if pmt_item_1.global_number == neighbor_global_number:
sum_amplitude += pmt_item_1.amplitude
print(sum_amplitude, treshold)
if sum_amplitude < treshold:
pmt_item_0.cleaning_status = 0
def num_of_neighbors_cleaning(event_number, ampl_treshold, num_treshold):
print("Neighbors number cleaning for event {} with treshold {} and required number of neighbors {} is providing...".format(
event_number,
ampl_treshold,
num_treshold))
for pmt_item_0 in Pmt.pmt.list_of_pmts:
num = 0
for neighbor_global_number in pmt_item_0.neighbors_list:
for pmt_item_1 in Pmt.pmt.list_of_pmts:
if pmt_item_1.global_number == neighbor_global_number:
if pmt_item_1.amplitude > ampl_treshold:
num += 1
if num < num_treshold:
pmt_item_0.cleaning_status = 0
#def topological_cleaning(event_number, border_threshold):
#
# print("Topological cleaning for event {} with treshold {} is providing...".format(event_number, border_threshold))
# cleaned_pmt_counter = 0
# for pmt_item in Pmt.pmt.list_of_pmts:
# if pmt_item.amplitude < 0:
# pmt_item.amplitude = 0
# cleaned_pmt_counter += 1
# print(cleaned_pmt_counter, "/", len(Pmt.pmt.list_of_pmts), "pmt have been cleaned for border threshold.")
#
# spot_counter = 0
# for pmt_item_1 in Pmt.pmt.list_of_pmts:
# if (pmt_item_1.amplitude != 0) and (pmt_item_1.spot_id == 0):
# for pmt_item_2 in Pmt.pmt.list_of_pmts:
# if (pmt_item_2.global_number in pmt_item_1.neighbors_list) and (pmt_item_2.spot_id != 0):
# pmt_item_1.spot_id = pmt_item_2.spot_id
# break
# if pmt_item_1.spot_id == 0:
# spot_counter += 1
# pmt_item_1.spot_id = spot_counter
#
# for pmt_item in Pmt.pmt.list_of_pmts:
# if pmt_item_1.spot_id != 0:
# print("here")
# print(pmt_item_1.spot_id)
# for pmt_item in Pmt.pmt.list_of_pmts:
# if pmt_item.amplitude != 0:
# print(pmt_item.string_of_values())
#####################################################################################################
# print(spot_counter)
# spot_size = [0]*(spot_counter+1)
# for pmt_item in Pmt.pmt.list_of_pmts:
# if pmt_item.spot_id != 0:
# spot_size[spot_counter + 1] += 1
#
# for spot_number in range(len(spot_size)):
# print(spot_number, spot_size[spot_number])
####################################################################################################
####################################################################################################
####################################################################################################
####################################################################################################
####################################################################################################
def topological_cleaning_1(event_number, min_border_threshold, max_border_threshold):
print("Topological cleaning for event {} with min_treshold {} and max_threshold {} is providing...".format(
event_number,
min_border_threshold,
max_border_threshold))
cleaned_pmt_counter = 0
for pmt_item in Pmt.pmt.list_of_pmts:
if (pmt_item.amplitude < min_border_threshold) or (pmt_item.amplitude > max_border_threshold):
pmt_item.amplitude = 0
cleaned_pmt_counter += 1
print(cleaned_pmt_counter, "/", len(Pmt.pmt.list_of_pmts), "pmt have been cleaned for border threshold.")
####################################################################################################
####################################################################################################
container_1, container_2 = [], []
spot_counter = 0
for pmt_item_1 in Pmt.pmt.list_of_pmts:
if (pmt_item_1.amplitude != 0) and (pmt_item_1.spot_id == 0):
spot_counter += 1
pmt_item_1.spot_id = spot_counter
container_1.append(pmt_item_1)
for pmt_item_2 in Pmt.pmt.list_of_pmts:
if (pmt_item_2.global_number in pmt_item_1.neighbors_list) and (pmt_item_2.spot_id == 0) and (pmt_item_2.amplitude != 0):
pmt_item_2.spot_id = spot_counter
container_2.append(pmt_item_2)
# print(pmt_item_2.global_number, pmt_item_2.spot_id)
# if len(container_2) != 0: print([i.global_number for i in container_2])
while len(container_2) != 0:
container_1 = container_2
container_2 = []
for pmt_item_3 in container_1:
for pmt_item_4 in Pmt.pmt.list_of_pmts:
if (pmt_item_4.global_number in pmt_item_3.neighbors_list) and (pmt_item_4.spot_id == 0) and (pmt_item_4.amplitude != 0):
pmt_item_4.spot_id = spot_counter
container_2.append(pmt_item_4)
spot_size = [0]*(spot_counter+1)
for pmt_item in Pmt.pmt.list_of_pmts:
if pmt_item.spot_id != 0:
spot_size[pmt_item.spot_id] += 1
max_spot_id = max(enumerate(spot_size), key=lambda x: x[1])[0]
for pmt_item in Pmt.pmt.list_of_pmts:
if pmt_item.spot_id != max_spot_id:
pmt_item.amplitude = 0