ResolutionCalculatorPanel.py @ 378e808

ESS_GUIESS_GUI_DocsESS_GUI_batch_fittingESS_GUI_bumps_abstractionESS_GUI_iss1116ESS_GUI_iss879ESS_GUI_iss959ESS_GUI_openclESS_GUI_orderingESS_GUI_sync_sascalc

Last change on this file since 378e808 was d6b8a1d, checked in by Piotr Rozyczko <rozyczko@…>, 7 years ago
More Qt5 related fixes
Property mode set to `100644`
File size: 30.9 KB

Rev	Line
[01cda57]	1	"""
	2	This object is a small tool to allow user to quickly
	3	determine the variance in q from the
	4	instrumental parameters.
	5	"""
[4992ff2]	6	from PyQt5 import QtCore
	7	from PyQt5 import QtGui
	8	from PyQt5 import QtWidgets
[01cda57]	9
	10	from twisted.internet import threads
	11	import sas.qtgui.Utilities.GuiUtils as GuiUtils
	12	from sas.qtgui.Plotting.PlotterData import Data2D
	13	from sas.qtgui.Plotting.Plotter2D import Plotter2DWidget
	14	from sas.sascalc.calculator.resolution_calculator import ResolutionCalculator
	15	import matplotlib.patches as patches
	16
	17	import numpy
	18	import sys
	19	import logging
	20	import os
	21	import re
	22
[b3e8629]	23	from .UI.ResolutionCalculatorPanelUI import Ui_ResolutionCalculatorPanel
[01cda57]	24
	25	_SOURCE_MASS = {'Alpha': 6.64465620E-24,
	26	'Deuteron': 3.34358320E-24,
	27	'Neutron': 1.67492729E-24,
	28	'Photon': 0.0,
	29	'Proton': 1.67262137E-24,
	30	'Triton': 5.00826667E-24}
	31
	32	BG_WHITE = "background-color: rgb(255, 255, 255);"
	33	BG_RED = "background-color: rgb(244, 170, 164);"
	34
	35
[4992ff2]	36	class ResolutionCalculatorPanel(QtWidgets.QDialog, Ui_ResolutionCalculatorPanel):
[01cda57]	37	"""
	38	compute resolution in 2D
	39	"""
	40	def __init__(self, parent=None):
	41	super(ResolutionCalculatorPanel, self).__init__()
	42	self.setupUi(self)
	43	self.manager = parent
	44
	45	# New font to display angstrom symbol
	46	new_font = 'font-family: -apple-system, "Helvetica Neue", "Ubuntu";'
	47	self.lblUnitWavelength.setStyleSheet(new_font)
	48	self.lblUnitQx.setStyleSheet(new_font)
	49	self.lblUnitQy.setStyleSheet(new_font)
	50	self.lblUnitSigmax.setStyleSheet(new_font)
	51	self.lblUnitSigmay.setStyleSheet(new_font)
	52	self.lblUnitSigmalamd.setStyleSheet(new_font)
	53	self.lblUnit1DSigma.setStyleSheet(new_font)
	54
	55	# by default Spectrum label and cbCustomSpectrum are not visible
	56	self.cbCustomSpectrum.setVisible(False)
	57	self.lblSpectrum.setVisible(False)
	58	# self.onReset()
	59
	60	# change index of comboboxes
	61	self.cbWaveColor.currentIndexChanged.connect(self.onSelectWaveColor)
	62	self.cbCustomSpectrum.currentIndexChanged.connect(self.onSelectCustomSpectrum)
	63
	64	# push buttons
	65	self.cmdClose.clicked.connect(self.accept)
	66	self.cmdHelp.clicked.connect(self.onHelp)
	67	self.cmdCompute.clicked.connect(self.onCompute)
	68	self.cmdReset.clicked.connect(self.onReset)
	69
	70	# input defaults
	71	self.qx = []
	72	self.qy = []
	73	# dQ defaults
	74	self.sigma_r = None
	75	self.sigma_phi = None
	76	self.sigma_1d = None
	77
	78	# number of bins for wavelength and wavelength spread
	79	self.num_wave = 10
	80	self.spectrum_dic = {}
	81
	82	# dQ 2d image
	83	self.image = None
	84	# Source selection dic
	85	self.source_mass = _SOURCE_MASS
	86	# detector coordinate of estimation of sigmas
	87	self.det_coordinate = 'cartesian'
	88
	89	self.resolution = ResolutionCalculator()
	90	self.spectrum_dic['Add new'] = ''
	91	self.spectrum_dic['Flat'] = self.resolution.get_default_spectrum()
	92	self.resolution.set_spectrum(self.spectrum_dic['Flat'])
	93
	94	# validators
	95	self.txtWavelength.editingFinished.connect(self.checkWavelength)
	96	self.txtWavelengthSpread.editingFinished.connect(self.checkWavelengthSpread)
	97
	98	self.txtDetectorPixSize.editingFinished.connect(self.checkPixels)
	99	self.txtDetectorSize.editingFinished.connect(self.checkPixels)
	100
	101	self.txtSourceApertureSize.editingFinished.connect(self.checkAperture)
	102	self.txtSampleApertureSize.editingFinished.connect(self.checkAperture)
	103
	104	self.txtQx.editingFinished.connect(self.checkQx_y)
	105	self.txtQy.editingFinished.connect(self.checkQx_y)
	106
	107	# double validator
[d6b8a1d]	108	self.txtSource2SampleDistance.setValidator(GuiUtils.DoubleValidator())
	109	self.txtSample2DetectorDistance.setValidator(GuiUtils.DoubleValidator())
	110	self.txtSampleOffset.setValidator(GuiUtils.DoubleValidator())
[01cda57]	111
	112	# call compute to calculate with default values
	113	self.createTemplate2DPlot()
[7fb471d]	114	#self.onCompute()
[01cda57]	115
	116	# #################################
	117	# Validators: red background in line edits when wrong input
	118	# and display of info logging message
	119	# #################################
	120
	121	def checkWavelength(self):
	122	""" Validator for Wavelength
	123	if TOF, wavelength = min - max else only one number """
	124	text_edit = self.txtWavelength # self.sender()
	125	if text_edit.isModified():
[7fb471d]	126	text_edit.setStyleSheet(BG_WHITE)
[01cda57]	127	input_string = str(text_edit.text())
	128	if self.cbWaveColor.currentText() != 'TOF':
	129	input_wavelength = re.match('\d+\.?\d*', input_string)
	130	if input_wavelength is None:
[7fb471d]	131	text_edit.setStyleSheet(BG_RED)
[01cda57]	132	self.cmdCompute.setEnabled(False)
	133	logging.info('Wavelength has to be a number.')
	134	else:
[7fb471d]	135	text_edit.setStyleSheet(BG_WHITE)
[01cda57]	136	self.cmdCompute.setEnabled(True)
	137	else:
	138	interval_wavelength = re.match('^\d+\.?\d\s-\s\d+\.?\d$',
	139	input_string)
	140
	141	if interval_wavelength is None:
[7fb471d]	142	text_edit.setStyleSheet(BG_RED)
[01cda57]	143	self.cmdCompute.setEnabled(False)
	144	logging.info("Wavelength's input has to be an interval: "
	145	"min - max.")
	146	else:
	147	# check on min < max
	148	[wavelength_min, wavelength_max] = \
	149	re.findall('\d+\.?\d*', interval_wavelength.group())
	150
	151	if float(wavelength_min) >= float(wavelength_max):
[7fb471d]	152	text_edit.setStyleSheet(BG_RED)
[01cda57]	153	self.cmdCompute.setEnabled(False)
	154	logging.info("Wavelength: min must be smaller than max.")
	155
	156	else:
[7fb471d]	157	text_edit.setStyleSheet(BG_WHITE)
[01cda57]	158	self.cmdCompute.setEnabled(True)
	159
	160	def checkWavelengthSpread(self):
	161	""" Validator for WavelengthSpread
	162	Input can be a 'number or min - max (; Number of bins)' """
	163	text_edit = self.sender()
	164
	165	if text_edit.isModified():
[7fb471d]	166	text_edit.setStyleSheet(BG_WHITE)
[01cda57]	167	if self.cbWaveColor.currentText() != 'TOF':
	168	pattern = '^\d+\.?\d(\|;\s\d+)$'
	169	input_string = str(text_edit.text())
	170	wavelength_spread_input = re.match(pattern, input_string)
	171
	172	if wavelength_spread_input is None:
[7fb471d]	173	text_edit.setStyleSheet(BG_RED)
[01cda57]	174	self.cmdCompute.setEnabled(False)
	175	logging.info('Wavelength spread has to be specified: '
	176	'single value or value; integer number of bins.')
	177
	178	else:
	179	split_input = wavelength_spread_input.group().split(';')
	180	self.num_wave = split_input[1] if len(split_input) > 1 else 10
[7fb471d]	181	text_edit.setStyleSheet(BG_WHITE)
[01cda57]	182	self.cmdCompute.setEnabled(True)
	183	else:
	184	pattern = '^\d+\.?\d\s-\s\d+\.?\d(\|;\s*\d+)$'
	185	input_string = str(text_edit.text())
	186	wavelength_spread_input = re.match(pattern, input_string)
	187
	188	if wavelength_spread_input is None:
[7fb471d]	189	text_edit.setStyleSheet(BG_RED)
[01cda57]	190	self.cmdCompute.setEnabled(False)
	191	logging.info("Wavelength spread has to be specified: "
	192	"doublet separated by '-' with optional "
	193	"number of bins (given after ';'). "
	194	"For example, 0.1 - 0.1 (; 20).")
	195
	196	else:
	197	split_input = wavelength_spread_input.group().split(';')
	198	self.num_wave = split_input[1] if len(
	199	split_input) > 1 else 10
[7fb471d]	200	text_edit.setStyleSheet(BG_WHITE)
[01cda57]	201	self.cmdCompute.setEnabled(True)
	202
	203	def checkPixels(self):
	204	""" Validator for detector pixel size and number """
	205	text_edit = self.sender()
	206
	207	if text_edit.isModified():
[7fb471d]	208	text_edit.setStyleSheet(BG_WHITE)
[01cda57]	209	pattern = '^\d+\.?\d,\s\d+\.?\d*$'
	210	input_string = str(text_edit.text())
	211	pixels_input = re.match(pattern, input_string)
	212
	213	if pixels_input is None:
[7fb471d]	214	text_edit.setStyleSheet(BG_RED)
[01cda57]	215	self.cmdCompute.setEnabled(False)
	216	logging.info('The input for the detector should contain 2 '
	217	'values separated by a comma.')
	218
	219	else:
[7fb471d]	220	text_edit.setStyleSheet(BG_WHITE)
[01cda57]	221	self.cmdCompute.setEnabled(True)
	222
	223	def checkQx_y(self):
	224	""" Validator for qx and qy inputs """
	225	Q_modified = [self.txtQx.isModified(), self.txtQy.isModified()]
	226	if any(Q_modified):
	227	pattern = '^-?\d+\.?\d(,\s-?\d+\.?\d)$'
	228	text_edit = self.txtQx if Q_modified[0] else self.txtQy
	229	input_string = str(text_edit.text())
	230	q_input = re.match(pattern, input_string)
	231	if q_input is None:
[7fb471d]	232	text_edit.setStyleSheet(BG_RED)
[01cda57]	233	self.cmdCompute.setEnabled(False)
[fc4fec8]	234	logging.info('Qx and Qy should contain one or more comma-separated numbers.')
[01cda57]	235	else:
[7fb471d]	236	text_edit.setStyleSheet(BG_WHITE)
[01cda57]	237	self.cmdCompute.setEnabled(True)
	238	qx = str(self.txtQx.text()).split(',')
	239	qy = str(self.txtQy.text()).split(',')
	240
	241	if len(qx) == 1 and len(qy) > 1:
	242	fill_qx = ', '.join([qx[0]] * len(qy))
	243	self.txtQx.setText(fill_qx)
	244
	245	elif len(qy) == 1 and len(qx) > 1:
	246	fill_qy = ', '.join([qy[0]] * len(qx))
	247	self.txtQy.setText(fill_qy)
	248
	249	elif len(qx) != len(qy):
[7fb471d]	250	text_edit.setStyleSheet(BG_RED)
[01cda57]	251	self.cmdCompute.setEnabled(False)
	252	logging.info(
[fc4fec8]	253	'Qx and Qy should have the same number of elements.')
[01cda57]	254
	255	else:
[7fb471d]	256	text_edit.setStyleSheet(BG_WHITE)
[01cda57]	257	self.cmdCompute.setEnabled(True)
	258
	259	def checkAperture(self):
	260	""" Validator for Sample and Source apertures"""
	261	text_edit = self.sender()
	262
	263	if text_edit.isModified():
[7fb471d]	264	text_edit.setStyleSheet(BG_WHITE)
[01cda57]	265	input_string = str(text_edit.text())
	266	pattern = '^\d+\.?\d(\|,\s\d+)$'
	267	aperture_input = re.match(pattern, input_string)
	268
	269	if aperture_input is None:
[7fb471d]	270	text_edit.setStyleSheet(BG_RED)
[01cda57]	271	self.cmdCompute.setEnabled(False)
	272	logging.info('A circular aperture is defined by a single '
	273	'value (diameter). A rectangular aperture is '
	274	'defined by 2 values separated by a comma.')
	275
	276	else:
[7fb471d]	277	text_edit.setStyleSheet(BG_WHITE)
[01cda57]	278	self.cmdCompute.setEnabled(True)
	279
	280	# #################################
	281	# Slots associated with signals from comboboxes
	282	# #################################
	283
	284	def onSelectWaveColor(self):
	285	""" Modify layout of GUI when TOF selected: add elements
	286	and modify default entry of Wavelength """
	287	list_wdata = self.resolution.get_wave_list()
	288	min_lambda = min(list_wdata[0])
	289
	290	min_wspread = min(list_wdata[1])
	291	max_wspread = max(list_wdata[1])
	292
	293	if self.cbWaveColor.currentText() == 'TOF':
	294	self.cbCustomSpectrum.setVisible(True)
	295	self.lblSpectrum.setVisible(True)
	296	# Get information about wavelength and spread
	297
	298	if len(list_wdata[0]) < 2:
	299	max_lambda = 2 * min_lambda
	300	else:
	301	max_lambda = max(list_wdata[0])
	302	self.txtWavelength.setText('{} - {}'.format(min_lambda, max_lambda))
	303	self.txtWavelengthSpread.setText('{} - {}'.format(min_wspread,
	304	max_wspread))
	305
	306	else:
	307	self.cbCustomSpectrum.setVisible(False)
	308	self.lblSpectrum.setVisible(False)
	309	# modify Wavelength line edit only if set for TOF (2 elements)
	310
	311	if len(self.txtWavelength.text().split('-')) >= 2:
	312	self.txtWavelength.setText(str(min_lambda))
	313	self.txtWavelengthSpread.setText(str(min_wspread))
	314
	315	def onSelectCustomSpectrum(self):
	316	""" On Spectrum Combobox event"""
	317	if self.cbCustomSpectrum.currentText() == 'Add New':
[4992ff2]	318	datafile = QtWidgets.QFileDialog.getOpenFileName(
[fbfc488]	319	self, "Choose a spectral distribution file","",
	320	"All files (.)", None,
	321	QtWidgets.QFileDialog.DontUseNativeDialog)[0]
[01cda57]	322
	323	if datafile is None or str(datafile) == '':
	324	logging.info("No spectral distribution data chosen.")
	325	self.cbCustomSpectrum.setCurrentIndex(0)
	326	self.resolution.set_spectrum(self.spectrum_dic['Flat'])
	327	return
	328
	329	try:
	330	basename = os.path.basename(datafile)
[b3e8629]	331	if basename not in list(self.spectrum_dic.keys()):
[01cda57]	332	self.cbCustomSpectrum.addItem(basename)
	333
	334	input_f = open(datafile, 'r')
	335	buff = input_f.read()
	336	lines = buff.split('\n')
	337
	338	wavelength = []
	339	intensity = []
	340
	341	for line in lines:
	342	toks = line.split()
	343	try:
	344	wave = float(toks[0])
	345	intens = float(toks[1])
	346	wavelength.append(wave)
	347	intensity.append(intens)
	348	except:
	349	logging.info('Could not extract values from file')
	350	except:
	351	raise
	352
	353	self.spectrum_dic[basename] = [wavelength, intensity]
	354	self.resolution.set_spectrum(self.spectrum_dic[basename])
	355	return
	356
	357	# #################################
	358	# Slots associated with signals from push buttons
	359	# #################################
	360
	361	def onHelp(self):
	362	"""
	363	Bring up the Resolution Calculator Documentation whenever
	364	the HELP button is clicked.
	365	Calls Documentation Window with the path of the location within the
	366	documentation tree (after /doc/ ....".
	367	"""
	368	try:
	369	location = GuiUtils.HELP_DIRECTORY_LOCATION + \
	370	"/user/sasgui/perspectives/calculator/resolution_calculator_help.html"
	371	self.manager._helpView.load(QtCore.QUrl(location))
	372	self.manager._helpView.show()
	373
	374	except AttributeError:
	375	# No manager defined - testing and standalone runs
	376	pass
	377
	378	def onReset(self):
	379	# by default Spectrum label and cbCustomSpectrum are not visible
	380	self.cbCustomSpectrum.setVisible(False)
	381	self.lblSpectrum.setVisible(False)
	382	# Comboboxes
	383	self.cbCustomSpectrum.setCurrentIndex([self.cbCustomSpectrum.itemText(i)
	384	for i in range(self.cbCustomSpectrum.count())].index('Flat'))
	385	self.cbSource.setCurrentIndex([self.cbSource.itemText(i) for i in
	386	range(self.cbSource.count())].index('Neutron'))
	387	self.cbWaveColor.setCurrentIndex([self.cbWaveColor.itemText(i) for i
	388	in range(self.cbWaveColor.count())].index('Monochromatic'))
	389	# LineEdits
	390	self.txtDetectorPixSize.setText('0.5, 0.5')
	391	self.txtDetectorSize.setText('128, 128')
	392	self.txtSample2DetectorDistance.setText('1000')
	393	self.txtSampleApertureSize.setText('1.27')
	394	self.txtSampleOffset.setText('0')
	395	self.txtSource2SampleDistance.setText('1627')
	396	self.txtSourceApertureSize.setText('3.81')
	397	self.txtWavelength.setText('6.0')
	398	self.txtWavelengthSpread.setText('0.125')
	399	self.txtQx.setText('0.0')
	400	self.txtQy.setText('0.0')
	401	self.txt1DSigma.setText('0.0008289')
	402	self.txtSigma_x.setText('0.0008288')
	403	self.txtSigma_y.setText('0.0008288')
	404	self.txtSigma_lamd.setText('3.168e-05')
	405
	406	self.image = None
	407	self.source_mass = _SOURCE_MASS
	408	self.det_coordinate = 'cartesian'
	409	self.num_wave = 10
	410	self.spectrum_dic = {}
	411	self.spectrum_dic['Add new'] = ''
	412	self.spectrum_dic['Flat'] = self.resolution.get_default_spectrum()
	413	self.resolution.set_spectrum(self.spectrum_dic['Flat'])
	414	# Reset plot
	415	self.onCompute()
	416
	417	# TODO Keep legacy validators??
	418	def onCompute(self):
	419	"""
	420	Execute the computation of resolution
	421	"""
	422	# Q min max list default
	423	qx_min = []
	424	qx_max = []
	425	qy_min = []
	426	qy_max = []
	427	# possible max qrange
	428	self.resolution.qxmin_limit = 0
	429	self.resolution.qxmax_limit = 0
	430	self.resolution.qymin_limit = 0
	431	self.resolution.qymax_limit = 0
	432
	433	try:
	434	# Get all the values to compute
	435	wavelength = self._str2longlist(self.txtWavelength.text())
	436
	437	source = self.cbSource.currentText()
	438	mass = self.source_mass[str(source)]
	439	self.resolution.set_neutron_mass(float(mass))
	440
	441	wavelength_spread = self._str2longlist(\
	442	self.txtWavelengthSpread.text().split(';')[0])
	443	# Validate the wave inputs
	444	wave_input = self._validate_q_input(wavelength, wavelength_spread)
	445	if wave_input is not None:
	446	wavelength, wavelength_spread = wave_input
	447
	448	self.resolution.set_wave(wavelength)
	449	self.resolution.set_wave_spread(wavelength_spread)
	450
	451	# use legacy validator for correct input assignment
	452
	453	source_aperture_size = self.txtSourceApertureSize.text()
	454	source_aperture_size = self._str2longlist(source_aperture_size)
	455	self.resolution.set_source_aperture_size(source_aperture_size)
	456
	457	sample_aperture_size = self.txtSampleApertureSize.text()
	458	sample_aperture_size = self._string2list(sample_aperture_size)
	459	self.resolution.set_sample_aperture_size(sample_aperture_size)
	460
	461	source2sample_distance = self.txtSource2SampleDistance.text()
	462	source2sample_distance = self._string2list(source2sample_distance)
	463	self.resolution.set_source2sample_distance(source2sample_distance)
	464
	465	sample2sample_distance = self.txtSampleOffset.text()
	466	sample2sample_distance = self._string2list(sample2sample_distance)
	467	self.resolution.set_sample2sample_distance(sample2sample_distance)
	468
	469	sample2detector_distance = self.txtSample2DetectorDistance.text()
	470	sample2detector_distance = self._string2list(
	471	sample2detector_distance)
	472	self.resolution.set_sample2detector_distance(
	473	sample2detector_distance)
	474
	475	detector_size = self.txtDetectorSize.text()
	476	detector_size = self._string2list(detector_size)
	477	self.resolution.set_detector_size(detector_size)
	478
	479	detector_pix_size = self.txtDetectorPixSize.text()
	480	detector_pix_size = self._string2list(detector_pix_size)
	481	self.resolution.set_detector_pix_size(detector_pix_size)
	482
	483	self.qx = self._string2inputlist(self.txtQx.text())
	484	self.qy = self._string2inputlist(self.txtQy.text())
	485
	486	# Find min max of qs
	487	xmin = min(self.qx)
	488	xmax = max(self.qx)
	489	ymin = min(self.qy)
	490	ymax = max(self.qy)
	491	if not self._validate_q_input(self.qx, self.qy):
[fc4fec8]	492	raise ValueError("Invalid Q input")
[01cda57]	493	except:
	494	msg = "An error occurred during the resolution computation."
	495	msg += "Please check your inputs..."
	496	logging.warning(msg)
	497	return
	498
	499	# Validate the q inputs
	500	q_input = self._validate_q_input(self.qx, self.qy)
	501	if q_input is not None:
	502	self.qx, self.qy = q_input
	503
	504	# Make list of q min max for mapping
	505	for i in range(len(self.qx)):
	506	qx_min.append(xmin)
	507	qx_max.append(xmax)
	508	for i in range(len(self.qy)):
	509	qy_min.append(ymin)
	510	qy_max.append(ymax)
	511
	512	# Compute the resolution
	513	if self.image is not None:
	514	self.resolution.reset_image()
	515
	516	# Compute and get the image plot
	517	try:
[fc4fec8]	518	cal_res = threads.deferToThread(self.map_wrapper,
	519	self.calc_func,
	520	self.qx,
	521	self.qy,
	522	qx_min,
	523	qx_max,
	524	qy_min, qy_max)
	525
	526	cal_res.addCallback(self.complete)
[7fb471d]	527	cal_res.addErrback(self.calculateFailed)
[fc4fec8]	528
	529	# logging.info("Computation is in progress...")
[01cda57]	530	self.cmdCompute.setText('Wait...')
	531	self.cmdCompute.setEnabled(False)
	532	except:
	533	raise
	534
[7fb471d]	535	def calculateFailed(self, reason):
	536	print("calculateFailed Failed with:\n", reason)
	537	pass
	538
[fc4fec8]	539	def complete(self, image):
[01cda57]	540	"""
	541	Complete computation
	542	"""
	543	self.image = image
	544
	545	# Get and format the sigmas
	546	sigma_r = self.formatNumber(self.resolution.sigma_1)
	547	sigma_phi = self.formatNumber(self.resolution.sigma_2)
	548	sigma_lamd = self.formatNumber(self.resolution.sigma_lamd)
	549	sigma_1d = self.formatNumber(self.resolution.sigma_1d)
	550
	551	# Set output values
	552	self.txtSigma_x.setText(str(sigma_r))
	553	self.txtSigma_y.setText(str(sigma_phi))
	554	self.txtSigma_lamd.setText(str(sigma_lamd))
	555	self.txt1DSigma.setText(str(sigma_1d))
	556
	557	self.cmdCompute.setText('Compute')
	558	self.cmdCompute.setEnabled(True)
[fc4fec8]	559
	560	self.new2DPlot()
	561
[01cda57]	562	return
	563
[fc4fec8]	564	def map_wrapper(self, func, qx, qy, qx_min, qx_max, qy_min, qy_max):
[01cda57]	565	"""
	566	Prepare the Mapping for the computation
	567	: params qx, qy, qx_min, qx_max, qy_min, qy_max:
	568	: return: image (numpy array)
	569	"""
[fbfc488]	570	image = list(map(func, qx, qy,
[fc4fec8]	571	qx_min, qx_max,
[fbfc488]	572	qy_min, qy_max))[0]
	573
[fc4fec8]	574	return image
	575
	576	def calc_func(self, qx, qy, qx_min, qx_max, qy_min, qy_max):
	577	"""
	578	Perform the calculation for a given set of Q values.
	579	: return: image (numpy array)
	580	"""
[01cda57]	581	try:
	582	qx_value = float(qx)
	583	qy_value = float(qy)
[fc4fec8]	584	except :
	585	raise ValueError
	586
[01cda57]	587	# calculate 2D resolution distribution image
	588	image = self.resolution.compute_and_plot(qx_value, qy_value,
	589	qx_min, qx_max, qy_min,
	590	qy_max,
	591	self.det_coordinate)
	592	return image
	593
	594	# #################################
	595	# Legacy validators
	596	# #################################
[fc4fec8]	597	def _string2list(self, input_string):
[01cda57]	598	"""
	599	Change NNN, NNN to list,ie. [NNN, NNN] where NNN is a number
	600	"""
[fc4fec8]	601	new_numbers_list = []
[01cda57]	602	# check the number of floats
	603	try:
[fc4fec8]	604	strg = float(input_string)
	605	new_numbers_list.append(strg)
[01cda57]	606	except:
[fc4fec8]	607	string_split = input_string.split(',')
[170e95d]	608	if len(string_split) == 1 or len(string_split) == 2:
	609	new_numbers_list = [float(item) for item in string_split]
[01cda57]	610	else:
[fc4fec8]	611	msg = "The numbers must be one or two (separated by ',')"
[01cda57]	612	logging.info(msg)
[b3e8629]	613	raise RuntimeError(msg)
[01cda57]	614
[fc4fec8]	615	return new_numbers_list
[01cda57]	616
[fc4fec8]	617	def _string2inputlist(self, input_string):
[01cda57]	618	"""
	619	Change NNN, NNN,... to list,ie. [NNN, NNN,...] where NNN is a number
[fc4fec8]	620	: return new_list: string like list
[01cda57]	621	"""
[fc4fec8]	622	new_list = []
	623	string_split = input_string.split(',')
	624	try:
	625	new_list = [float(t) for t in string_split]
	626	except:
[b3e8629]	627	logging.error(sys.exc_info()[1])
[fc4fec8]	628	return new_list
[01cda57]	629
[fc4fec8]	630	def _str2longlist(self, input_string):
[01cda57]	631	"""
[fc4fec8]	632	Change NNN, NNN,... to list, NNN - NNN ; NNN to list, or float to list
	633	: return new_string: string like list
	634	"""
[01cda57]	635	try:
	636	# is float
[fc4fec8]	637	out = [float(input_string)]
[01cda57]	638	return out
	639	except:
	640	if self.cbWaveColor.currentText() == 'Monochromatic':
	641	logging.warning("Wrong format of inputs.")
	642	else:
	643	try:
	644	# has a '-'
[fc4fec8]	645	if input_string.count('-') > 0:
	646	value = input_string.split('-')
[01cda57]	647	if value[1].count(';') > 0:
	648	# has a ';'
	649	last_list = value[1].split(';')
[fc4fec8]	650	num = numpy.ceil(float(last_list[1]))
[01cda57]	651	max_value = float(last_list[0])
	652	self.num_wave = num
	653	else:
	654	# default num
	655	num = self.num_wave
	656	max_value = float(value[1])
	657	min_value = float(value[0])
	658	# make a list
[fc4fec8]	659	bin_size = numpy.fabs(max_value - min_value) / (num - 1)
[01cda57]	660	out = [min_value + bin_size * bnum for bnum in
	661	range(num)]
	662	return out
[fc4fec8]	663	if input_string.count(',') > 0:
	664	out = self._string2inputlist(input_string)
[01cda57]	665	return out
	666	except:
[b3e8629]	667	logging.error(sys.exc_info()[1])
[01cda57]	668
	669	def _validate_q_input(self, qx, qy):
	670	"""
	671	Check if q inputs are valid
	672	: params qx: qx as a list
	673	: params qy: qy as a list
	674	: return: True/False
	675	"""
	676	# check qualifications
	677	if qx.__class__.__name__ != 'list':
	678	return None
	679	if qy.__class__.__name__ != 'list':
	680	return None
	681	if len(qx) < 1:
	682	return None
	683	if len(qy) < 1:
	684	return None
	685	# allow one input
	686	if len(qx) == 1 and len(qy) > 1:
	687	qx = [qx[0] for ind in range(len(qy))]
	688
	689	if len(qy) == 1 and len(qx) > 1:
	690	qy = [qy[0] for ind in range(len(qx))]
	691	# check length
	692	if len(qx) != len(qy):
	693	return None
	694	if qx is None or qy is None:
	695	return None
	696	return qx, qy
	697
	698	def formatNumber(self, value=None):
	699	"""
	700	Return a float in a standardized, human-readable formatted string
	701	"""
	702	try:
	703	value = float(value)
	704	except:
	705	output = None
	706	return output
	707
	708	output = "%-7.4g" % value
	709	return output.lstrip().rstrip()
	710
	711	# #################################
	712	# Plot
	713	# #################################
	714
	715	def createTemplate2DPlot(self):
	716	"""
	717	Create a template for 2D data
	718	"""
	719	self.plotter = Plotter2DWidget(self, quickplot=True)
	720	self.plotter.scale = 'linear'
[fc4fec8]	721	self.plotter.cmap = None
[4992ff2]	722	layout = QtWidgets.QHBoxLayout()
[01cda57]	723	layout.setContentsMargins(0, 0, 0, 0)
	724	self.graphicsView.setLayout(layout)
	725	layout.addWidget(self.plotter)
	726
[fc4fec8]	727	def new2DPlot(self):
[01cda57]	728	"""
	729	Create a new 2D data instance based on computing results
	730	"""
	731	qx_min, qx_max, qy_min, qy_max = self.resolution.get_detector_qrange()
	732
	733	dx_size = (qx_max - qx_min) / (1000 - 1)
	734	dy_size = (qy_max - qy_min) / (1000 - 1)
	735	x_val = numpy.arange(qx_min, qx_max, dx_size)
	736	y_val = numpy.arange(qy_max, qy_min, -dy_size)
	737
[170e95d]	738	if len(self.plotter.ax.patches):
	739	self.plotter.ax.patches[0].remove()
	740
[01cda57]	741	self.drawLines()
	742
	743	self.plotter.data = Data2D(image=self.image,
	744	qx_data=x_val,
	745	qy_data=y_val,
	746	xmin=qx_min, xmax=qx_max,
	747	ymin=qy_min, ymax=qy_max)
	748
	749	self.plotter.plot()
	750	self.plotter.show()
[fbfc488]	751	self.plotter.update()
[01cda57]	752
	753	def drawLines(self):
	754	"""
	755	Draw lines in image if applicable
	756	"""
	757	wave_list, _ = self.resolution.get_wave_list()
	758	if len(wave_list) > 1 and wave_list[-1] == max(wave_list):
	759	color = 'g'
	760	# draw a green rectangle(limit for the longest wavelength
	761	# to be involved) for tof inputs
	762	# Get the params from resolution
	763	# plotting range for largest wavelength
	764	qx_min = self.resolution.qx_min
	765	qx_max = self.resolution.qx_max
	766	qy_min = self.resolution.qy_min
	767	qy_max = self.resolution.qy_max
	768	# detector range
	769	detector_qx_min = self.resolution.detector_qx_min
	770	detector_qx_max = self.resolution.detector_qx_max
	771	detector_qy_min = self.resolution.detector_qy_min
	772	detector_qy_max = self.resolution.detector_qy_max
	773
	774	rect = patches.Rectangle((detector_qx_min + 0.0002,
	775	detector_qy_min + 0.0002),
	776	detector_qx_max - detector_qx_min,
	777	detector_qy_max - detector_qy_min,
	778	linewidth=2,
	779	edgecolor=color, facecolor='none')
	780	self.plotter.ax.add_patch(rect)
	781	else:
	782	qx_min, qx_max, qy_min, qy_max = self.resolution.get_detector_qrange()
	783	# detector range
	784	detector_qx_min = self.resolution.qxmin_limit
	785	detector_qx_max = self.resolution.qxmax_limit
	786	detector_qy_min = self.resolution.qymin_limit
	787	detector_qy_max = self.resolution.qymax_limit
	788
	789	xmin = min(self.qx)
	790	xmax = max(self.qx)
	791	ymin = min(self.qy)
	792	ymax = max(self.qy)
	793
	794	if xmin < detector_qx_min or xmax > detector_qx_max or \
	795	ymin < detector_qy_min or ymax > detector_qy_max:
	796	# message
	797	msg = 'At least one q value located out side of\n'
	798	msg += " the detector range (%s < qx < %s, %s < qy < %s),\n" % \
	799	(self.formatNumber(detector_qx_min),
	800	self.formatNumber(detector_qx_max),
	801	self.formatNumber(detector_qy_min),
	802	self.formatNumber(detector_qy_max))
	803	msg += " is ignored in computation.\n"
	804
	805	logging.warning(msg)
	806
	807	# Draw zero axis lines.
	808	if qy_min < 0 <= qy_max:
	809	self.plotter.ax.axhline(linewidth=1)
	810
	811	if qx_min < 0 <= qx_max:
	812	self.plotter.ax.axvline(linewidth=1)

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SasView

source: sasview/src/sas/qtgui/Calculators/ResolutionCalculatorPanel.py @ 378e808

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