proc_20threshold.py
993 Bytes
title = "Threshold"
tip = "clips values lesser than 'min'"
import numpy as np
from guidata.dataset.datatypes import DataSet
from guidata.dataset.dataitems import (IntItem, FloatArrayItem, StringItem,
ChoiceItem, FloatItem, DictItem,
BoolItem)
from guiqwt.config import _
class NOD3_App:
def __init__(self, parent):
self.parent = parent
self.parent.activateWindow()
def compute_app(self):
class Param(DataSet):
Min = FloatItem('Min:', default=1.)
Dummy = BoolItem('Dummy:', default=False)
param = Param(_("Thresholding"), "truncate y < min")
name = title.replace(" ", "")
self.parent.compute_11(name, lambda m, p: self.function(m, p), param)
def function(self, m, p):
m.data = np.clip(m.data, p.Min, m.data.max())
if p.Dummy:
m.data = np.where(m.data == p.Min, np.nan, m.data)
return m, p