def getSimpleBl():
bl = Beamline()
bl.append(Drift(10), propagation_parameters(1, 1, 1, 1, mode = 'quadratic'))
return bl
def scale(wfr, nx=512, ny=512):
"""
narrow functionality for scaling a wavefront (ie the number of pixels)
in the source plane
:param wfr: wpg wfr strucutre
:param isc: ideal scale
:param ifov: ideal field of view
:returns wfr: scaled wpg wfr structure
"""
ix, iy = wfr.params.Mesh.nx, wfr.params.Mesh.ny
dx, dy = wfr.params.Mesh.xMax - wfr.params.Mesh.xMin, wfr.params.Mesh.yMax - wfr.params.Mesh.yMin
print(dx, dy)
print(nx / ix)
scbl = Beamline()
scbl.append(
Aperture('r', 'a', 800e-06, 800e-06),
propagation_parameters(800e-06 / dx, nx / ix, 800e-06 / dx, ny / iy))
scbl.propagate(wfr)
return wfr
def sliceFocus(wfr,
ekev,
focus='nano',
nslices=500,
axisName='x',
outdir=None):
spb = get_beamline_object(apertures=False, surface=False)
el_n = len(spb.propagation_options[0]['optical_elements']) - 1
spb.propagation_options[0]['optical_elements'][el_n].L *= 0.98
slice_interval = 2.2 - copy(
spb.propagation_options[0]['optical_elements'][el_n].L / nslices)
spb.propagation_options[0]['propagation_parameters'][
el_n] = propagation_parameters(5, 1, 5, 1, mode='fresnel')
spb.propagate(wfr)
plotIntensity(wfr)
if axisName == 'x':
data_focslice = np.zeros([nslices, np.shape(wfr.data.arrEhor)[0]])
elif axisName == 'y':
data_focslice = np.zeros([nslices, np.shape(wfr.data.arrEhor)[1]])
for n in range(nslices):
print("Slice {}/{}".format(n + 1, nslices))
bl = Beamline()
bl.append(SRWLOptD(slice_interval),
propagation_parameters(1, 1, 1, 1, mode='quadratic'))
bl.propagate(wfr)
plotIntensity(wfr)
data_focslice[-n - 1, :] = wfr.get_intensity()[:, :, 0].sum(-1)
#plt.plot(data_focslice[-n-1, :])
plt.show()
y = np.linspace(
spb.bl.propagation_options[0]['optical_elements'][el_n].L,
spb.bl.propagation_options[0]['optical_elements'][el_n].L +
nslices * slice_interval, nslices)
# =============================================================================
# ax1 = colorbar_plot(data_focslice,
# get_mesh(data_focslice,
# wfr.get_spatial_resolution()[0]*1e6,
# y[1]-y[0]),
# aspect = 'auto',
# scale = 1,
# #norm=mpl.colors.LogNorm(),
# xlabel = "x($\mu m$)",
# ylabel = "z(m)",
# return_axes = True)
#
# =============================================================================
return data_focslice
def propagate_NVE():
wfr_directory = sys.argv[1].replace("*", "/")
job_name = "NKB_4980eV_250pC_NVE_to_EHC"
python_command = propagate_NVE
input_directory = dCache + "/NanoKB-Pulse/NVE/"
save_directory = input_directory.replace("/NVE/", "/EHC/")
mkdir_p(save_directory)
log_directory = logs
focus = "nano"
analysis = False
filename = __file__
dt = datetime.now().__str__()
function = python_command.__name__
description = "Propagate NanoKB Pulses 4.98 keV, 250 pC from Undulator NVE mirror to the EHC Screen"
append = None
print("info")
print("wavefront directory: {}".format(wfr_directory))
print("save directory: {}".format(save_directory))
print("focus (i.e. beamline option): {}".format(focus))
print("analysis: {}".format(analysis))
print("datetime: {}".format(dt))
print("filename: {}".format(filename))
print("function: {}".format(function))
print("description: {}".format(description))
wfr = Wavefront()
wfr.load_hdf5(wfr_directory)
bl = Beamline()
bl.append(Drift(2.2+3.5), propagation_parameters(1/3,1,1/3,1,'quadratic'))
bl.propagate(wfr)
wfr.custom_fields['focus'] = focus
wfr.custom_fields['job name'] = job_name
wfr.custom_fields['input directory'] = wfr_directory
wfr.custom_fields['datetime'] = dt
wfr.custom_fields['function'] = function
wfr.custom_fields['filename'] = filename
wfr.custom_fields['description'] = description
#wfr.custom_fields['bl'] = bl.__str__
if analysis:
wfr.analysis()
wfr.store_hdf5(wfr_directory.replace("/NVE/", "/EHC/"))
def modify_beam_divergence(wfr, sig, dtheta):
"""
Construct a thin-lens with a focal length defined by a desired divergence,
see: thin_lens_mod, and then propagate to 2f
:param wfr: WPG wfr structure
:params sig: beam fwhm [m]
:params dtheta: pulse divergence [rad]
"""
f = sig/(np.tan(dtheta))
tl = thinLens(f,f)
bl = Beamline()
bl.append(tl, [0,0,0,0,0,1,1,1,1,0,0,0])
bl.append(Drift(2*f), [0,0,0,0,0,1,1,1,1,0,0,0])
bl.propagate(wfr)
wfr.params.Mesh.zCoord = 0
def simpleProp(wfr):
print(calculate_fwhm(wfr))
bl = Beamline()
#bl.append(Aperture('c','a', 500e-06),propagation_parameters(1,1,1,1,mode = 'normal'))
bl.append(Drift(100), propagation_parameters(1,1,1,1,mode = 'quadratic'))
#bl.append(Drift(100), propagation_parameters(1,1,1,1,mode = 'quadratic'))
bl.propagate(wfr)
plotIntensity(wfr)
print(calculate_fwhm(wfr))
def detect(self, wfr):
xMin, xMax, yMax, yMin = wfr.get_limits()
idx, idy = xMax-xMin, yMax-yMin
inx, iny = wfr.params.Mesh.nx, wfr.params.Mesh.ny
print(idx,idy)
print((self.dy*self.ny)/idy)
bl = Beamline()
bl.append(Drift(0),
propagation_parameters((self.dx*self.nx)/idx, self.nx/inx, (self.dy*self.ny)/idy, self.ny/iny))
bl.propagate(wfr)
def detect(self, wfr):
"""
return the detected intensity distribution
"""
bl = Beamline()
bl.append(
Drift(0),
propagation_parameters(self.mesh.dx / wfr.dx, 1,
self.mesh.dy / wfr.dy, 1))
bl.propagate(wfr)
ii = wfr.get_intensity().sum(-1)
ii = compress_and_average(ii, (self.mesh.nx, self.mesh.ny))
return ii
def propThruMaskLite(wfr, _x=0, _y=0):
"""
propagate through the speckle generator
"""
s = Sample("/opt/FELpy/felpy/data/samples/speckle.tif",
rx=100e-06 / 1000,
ry=100e-06 / 1000,
thickness=60e-06,
delta=3.35e-03,
atten_len=20e-06,
xc=0,
yc=0,
shift_x=_y,
shift_y=_x)
bl = Beamline()
bl.append(s, propagation_parameters(1, 1, 1, 1, mode='fresnel'))
bl.propagate(wfr)
return wfr
src.store_hdf5("../data/tmp/source.h5")
except (KeyError):
os.remove("../data/tmp/source.h5")
src.store_hdf5("../data/tmp/source.h5")
src = Source()
src.load_hdf5("../data/tmp/source.h5")
from felpy.model.wavefront import Wavefront
from wpg.wpg_uti_wf import plot_intensity_map
wfr = Wavefront()
from felpy.model.beamline import Beamline
from wpg.optical_elements import Drift
from felpy.model.tools import propagation_parameters
from matplotlib import pyplot as plt
bl = Beamline()
bl.append(Drift(50), propagation_parameters(1, 1, 1, 1, mode='fresnel'))
for w in src.pulses:
wfr.load_hdf5(w)
bl.propagate(wfr)
plt.plot(wfr.x_axis,
wfr.get_x_profile(),
label="{} $\mu$ rad".format(wfr.source_properties['theta_x'] *
1e6))
#plot_intensity_map(wfr)
print(wfr.com)
plt.legend()
ny = 25
plt.imshow(create_mask(nx, ny))
wfr = construct_SA1_wavefront(512, 512, 5, .8, mx=0, xoff=0, tiltX=0)
period = nx * wfr.get_spatial_resolution()[0] * (512 / (nx))
print(period)
wav = wfr.get_wavelength()
d = (2 * period**2) / wav
arr = create_mask(nx, ny)
np.save("/opt/arr", arr)
im = Image.fromarray(arr)
im = im.convert('RGB')
im.save("/opt/arr.png")
obj = srwloptT("/opt/arr.png",
wfr.get_spatial_resolution()[0] * (512 / 75),
wfr.get_spatial_resolution()[1] * (512 / 75),
1e-06,
1e-8,
atten_len=1e-08)
bl = Beamline()
bl.append(Drift(50), propagation_parameters(1, 1, 1, 1, mode='quadratic'))
bl.append(obj, propagation_parameters(1, 1, 1, 1))
bl.append(Drift(d),
propagation_parameters(1 / 3, 4, 1 / 3, 4, mode='fraunhofer'))
bl.propagate(wfr)
plot_intensity_map(wfr)
ekev = 25
wav = ekev2wav(ekev)
k = (np.pi * 2) / wav
x = np.linspace(-r1 / 2, r1 / 2, 100)
y = np.ones([100, 100])
phase_shift = phase(x, r1, r2, k, delta)
mask = y * phase_shift
z1 = 2
z2 = .01
bl = Beamline()
from felpy.model.src.coherent import construct_SA1_wavefront
# =============================================================================
# src = construct_gaussian(1024, 1024, ekev, extent = [-25e-04, 25e-04, -25e-04, 25e-04],
# sigX = .5e-04, sigY = .5e-04, divergence = np.arctan(13.5e-03/8))
#
# =============================================================================
q = 0.50
src = construct_SA1_wavefront(1024, 1024, 25.0, q)
plot_ii(src)
speckle = define_speckle_mask("../../data/samples/checkerboard-pattern.jpg",
rx=1e-8,
@author: twguest
test to see if backpropagation works (it does)
"""
import sys
sys.path.append("../")
sys.path.append("/opt/WPG/")
from model.tools import constructPulse
from model.beamline.structure import propagation_parameters
from felpy.model.beamline import Beamline
from wpg.optical_elements import Drift
from wpg.wpg_uti_wf import plot_intensity_map as plotIntensity
if __name__ == "__main__":
wfr = constructPulse(nz = 2)
plotIntensity(wfr)
bl = Beamline()
bl.append(Drift(-10), propagation_parameters(1,1,1,1))
bl.propagate(wfr)
plotIntensity(wfr)
def build_beamline(self, focus="nano", screens="false"):
"""
Construct the beamline object
:param focus: what beamline configuration (micron or nano)
"""
self.bl = Beamline()
if focus == "micron":
self.bl.append(
self.d1, propagation_parameters(1, 1, 1, 1, mode="fraunhofer"))
self.bl.append(self.HOM1,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d2, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.HOM2,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d3, propagation_parameters(1, 1, 1, 1, mode='fraunhofer'))
self.bl.append(
self.MKB_pslit,
propagation_parameters(1 / 5, 1, 1 / 5, 1, mode='fresnel'))
self.bl.append(
self.d4, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.MHP,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d5, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.MHE,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(self.MHE_error,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d6, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.MVE,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(self.MVE_error,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d8, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.MVP,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(self.df,
propagation_parameters(5, 1, 5, 1, mode='converge'))
elif focus == "nano":
self.bl.append(
self.d1, propagation_parameters(1, 1, 1, 1, mode="fraunhofer"))
self.bl.append(self.HOM1,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d2, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.HOM2,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d3, propagation_parameters(1, 1, 1, 1, mode='fraunhofer'))
self.bl.append(
self.NKB_pslit,
propagation_parameters(1 / 10, 1, 1 / 10, 1, mode='fresnel'))
self.bl.append(
self.d4, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.NHE_error,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(self.NHE,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d5, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.NVE_error,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(self.NVE,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.df,
propagation_parameters(1 / 20, 1, 1 / 20, 1, mode='converge'))
self.bl.params = self.params
class Instrument:
"""
A container for loading and modifying beamline data
"""
def __init__(self, VERBOSE=True):
self.VERBOSE = VERBOSE
if VERBOSE:
print("Initialising Single Particle Beamline")
self.load_params()
self.fpath = felpy_path() ### felpy path (for dev. purposes)
add_path()
def load_params(self, fromFile=False):
"""
load beamline parameters from /data/spb/
"""
if fromFile:
with open("../../data/params/exfel_spb.json", "r") as read_file:
self.params = json.load(read_file)
else:
self.params = get_params()
def export_params(self, sdir=None):
"""
save the current set of beamline parameters in json format
:param sdir: save directory
"""
if sdir is None:
with open('../../data/spb/parameters.json', 'w') as f:
json.dump(self.params, f)
else:
with open(sdir + 'parameters.json', 'w') as f:
json.dump(self.params, f)
def adjust_mirror(self, mirror_name, ekev, new_ang, mirror_refl=None):
if mirror_refl == None:
if ekev >= 7.5:
material = "B4C"
else:
material = "Ru"
refl = get_refl(load_refl(material), ekev, new_ang)
else:
refl = mirror_refl
new_ang = new_ang + np.tan(
self.params[mirror_name]["xc"] /
self.params[self.params[mirror_name]['next_drift']]['distance'])
self.params[mirror_name]["incidence angle"] = new_ang
self.params[mirror_name]['reflectivity'] = refl
def define_mirror_profiles(self,
overwrite=False,
surface='flat',
plot=False,
aperture=True):
"""
Define the plane mirror profiles by loading from /data/.
If mirror profiles not defined (unlikely), generate profiles via genMirrorSurface
:param overwrite: bool to overwrite current file.
:param surface: surface type (flat, random or real)
"""
if surface == 'real':
mm = 'random' ### fix for no 'real' surface MHE, MVE, MVP surfaces etc.
if overwrite == True:
if aperture == True:
genMirrorSurface(
500,
500,
[self.params["MHP"]['dx'], self.params["MHP"]['dy']],
"../../data/spb/mirror_surface/mhp_",
mode=mm,
plot=plot,
mirrorName="MHP")
genMirrorSurface(
500,
500,
[self.params["MVP"]['dx'], self.params["MVP"]['dy']],
"../../data/spb/mirror_surface/mvp_",
mode=mm,
plot=plot,
mirrorName="MVP")
genMirrorSurface(
500,
500,
[self.params["MHE"]['dx'], self.params["MHE"]['dy']],
"../../data/spb/mirror_surface/mhe_",
mode=mm,
plot=plot,
mirrorName="MHE")
genMirrorSurface(
500,
500,
[self.params["MVE"]['dx'], self.params["MVE"]['dy']],
"../../data/spb/mirror_surface/mve_",
mode=mm,
plot=plot,
mirrorName="MVE")
genMirrorSurface(
500,
500,
[self.params["NHE"]['dx'], self.params["NHE"]['dy']],
"../../data/spb/mirror_surface/nhe_",
mode=surface,
plot=plot,
mirrorName="NHE")
genMirrorSurface(
500,
500,
[self.params["NVE"]['dx'], self.params["NVE"]['dy']],
"../../data/spb/mirror_surface/nve_",
mode=surface,
plot=plot,
mirrorName="NVE")
elif aperture == False:
genMirrorSurface(500,
500, [100, 100],
"data/spb/mirror_surface/hom1_",
mode=mm,
plot=plot,
mirrorName="HOM1")
genMirrorSurface(500,
500, [100, 100],
"data/spb/mirror_surface/hom2_",
mode=mm,
plot=plot,
mirrorName="HOM2")
genMirrorSurface(500,
500, [100, 100],
"data/spb/mirror_surface/mhp_",
mode=mm,
plot=plot,
mirrorName="MHP")
genMirrorSurface(500,
500, [100, 100],
"data/spb/mirror_surface/mvp_",
mode=mm,
plot=plot,
mirrorName="MVP")
genMirrorSurface(500,
500, [100, 100],
"data/spb/mirror_surface/mhe_",
mode=mm,
plot=plot,
mirrorName="MHE")
genMirrorSurface(500,
500, [100, 100],
"../../data/spb/mirror_surface/mve_",
mode=mm,
plot=plot,
mirrorName="MVE")
genMirrorSurface(500,
500, [100, 100],
"../../data/spb/mirror_surface/nhe_",
mode=mm,
plot=plot,
mirrorName="NHE")
genMirrorSurface(500,
500, [100, 100],
"../../data/spb/mirror_surface/nve_",
mode=mm,
plot=plot,
mirrorName="NVE")
elif surface == 'flat':
mm = 'flat'
if overwrite == True:
if aperture == True:
genMirrorSurface(
500,
500,
[self.params["MHP"]['dx'], self.params["MHP"]['dy']],
"../../data/spb/mirror_surface/mhp_",
mode=surface,
plot=plot,
mirrorName="MHP")
genMirrorSurface(
500,
500,
[self.params["MVP"]['dx'], self.params["MVP"]['dy']],
"../../data/spb/mirror_surface/mvp_",
mode=surface,
plot=plot,
mirrorName="MVP")
genMirrorSurface(
500,
500,
[self.params["MHE"]['dx'], self.params["MHE"]['dy']],
"../../data/spb/mirror_surface/mhe_",
mode=surface,
plot=plot,
mirrorName="MHE")
genMirrorSurface(
500,
500,
[self.params["MVE"]['dx'], self.params["MVE"]['dy']],
"../../data/spb/mirror_surface/mve_",
mode=surface,
plot=plot,
mirrorName="MVE")
genMirrorSurface(
500,
500,
[self.params["NHE"]['dx'], self.params["NHE"]['dy']],
"../../data/spb/mirror_surface/nhe_",
mode=surface,
plot=plot,
mirrorName="NHE")
genMirrorSurface(
500,
500,
[self.params["NVE"]['dx'], self.params["NVE"]['dy']],
"../../data/spb/mirror_surface/nve_",
mode=surface,
plot=plot,
mirrorName="NVE")
if aperture == False:
genMirrorSurface(500,
500, [100, 100],
"../../data/spb/mirror_surface/hom1_",
mode=surface,
plot=plot,
mirrorName="HOM1")
genMirrorSurface(500,
500, [100, 100],
"../../data/spb/mirror_surface/hom2_",
mode=surface,
plot=plot,
mirrorName="HOM2")
genMirrorSurface(500,
500, [100, 100],
"../../data/spb/mirror_surface/mhp_",
mode=surface,
plot=plot,
mirrorName="MHP")
genMirrorSurface(500,
500, [100, 100],
"../../data/spb/mirror_surface/mvp_",
mode=surface,
plot=plot,
mirrorName="MVP")
genMirrorSurface(500,
500, [1000, 1000],
"../../data/spb/mirror_surface/mhe_",
mode=surface,
plot=plot,
mirrorName="MHE")
genMirrorSurface(500,
500, [1000, 1000],
"../../data/spb/mirror_surface/mve_",
mode=surface,
plot=plot,
mirrorName="MVE")
genMirrorSurface(500,
500, [100, 100],
"../../data/spb/mirror_surface/nhe_",
mode=surface,
plot=plot,
mirrorName="NHE")
genMirrorSurface(500,
500, [100, 100],
"../../data/spb/mirror_surface/nve_",
mode=surface,
plot=plot,
mirrorName="NVE")
if aperture == True:
self.params['HOM1'][
'mirror profile'] = "../../data/spb/mirror_surface/hom1_mir_{}.dat".format(
surface)
self.params['HOM2'][
'mirror profile'] = "../../data/spb/mirror_surface/hom2_mir_{}.dat".format(
surface)
else:
self.params['HOM1'][
'mirror profile'] = "../../data/spb/mirror_surface/hom1_mir_{}.dat".format(
mm)
self.params['HOM2'][
'mirror profile'] = "../../data/spb/mirror_surface/hom2_mir_{}.dat".format(
mm)
self.params['MHE']["length"] = 10
self.params['MVE']["length"] = 10
self.params['MHP'][
'mirror profile'] = "../../data/spb/mirror_surface/mhp_mir_{}.dat".format(
mm)
self.params['MVP'][
'mirror profile'] = "../../data/spb/mirror_surface/mvp_mir_{}.dat".format(
mm)
self.params['MHE_error'][
'mirror profile'] = "../../data/spb/mirror_surface/mhe_mir_{}.dat".format(
mm)
self.params['MVE_error'][
'mirror profile'] = "../../data/spb/mirror_surface/mve_mir_{}.dat".format(
mm)
self.params['NHE_error'][
'mirror profile'] = "../../data/spb/mirror_surface/nhe_mir_{}.dat".format(
mm)
self.params['NVE_error'][
'mirror profile'] = "../../data/spb/mirror_surface/nve_mir_{}.dat".format(
mm)
def build_elements(self, focus="nano"):
self.d1 = Drift(self.params["HOM1"]['distance from source'])
self.d1.name = self.params["d1"]['name']
self.HOM1 = MirPl(np.loadtxt(
self.fpath +
self.params['HOM1']['mirror profile'].replace("../../", "")),
_dim=self.params['HOM1']['orientation'],
_ang=self.params['HOM1']['incidence angle'],
_amp_coef=1,
_x=self.params['HOM1']['xc'],
_y=self.params['HOM1']['yc'],
_refl=self.params['HOM1']['transmission'])
self.HOM1.name = self.params['HOM1']['name']
self.d2 = Drift(self.params["HOM2"]['distance from source'] -
self.params["HOM1"]['distance from source'])
self.d2.name = self.params["d2"]['name']
self.HOM2 = MirPl(np.loadtxt(
self.fpath +
self.params['HOM2']['mirror profile'].replace("../../", "")),
_dim=self.params['HOM2']['orientation'],
_ang=self.params['HOM2']['incidence angle'],
_amp_coef=1,
_x=self.params['HOM2']['xc'],
_y=self.params['HOM2']['yc'],
_refl=self.params['HOM2']['transmission'])
self.HOM2.name = self.params['HOM2']['name']
if focus == "micron":
self.d3 = Drift(self.params["d3"]['distance'])
self.d3.name = self.params["d3"]['name']
self.MKB_pslit = Aperture(
_shape=self.params["MKB_pslit"]['shape'],
_ap_or_ob=self.params["MKB_pslit"]['type'],
_Dx=self.params["MKB_pslit"]['dx'],
_Dy=self.params["MKB_pslit"]['dy'],
_x=self.params["MKB_pslit"]['xc'],
_y=self.params["MKB_pslit"]['yc'])
self.MKB_pslit.name = self.params["MKB_pslit"]['name']
self.d4 = Drift(self.params["d4"]['distance'])
self.d4.name = self.params["d4"]['name']
self.MHP = MirPl(np.loadtxt(self.fpath +
self.params['MHP']['mirror profile']),
_dim=self.params['MHP']['orientation'],
_ang=self.params['MHP']['incidence angle'],
_refl=self.params['MHP']['transmission'],
_x=self.params['MHP']['xc'],
_y=self.params['MHP']['yc'])
self.MHP.name = self.params['MHP']['name']
self.d5 = Drift(self.params["d5"]['distance'])
self.d5.name = self.params["d5"]['name']
self.MHE_error = MirPl(
np.loadtxt(self.fpath +
self.params['MHE_error']['mirror profile']),
_dim=self.params['MHE_error']['orientation'],
_ang=self.params['MHE_error']['incidence angle'],
_refl=self.params['MHE_error']['transmission'],
_x=self.params['MHE_error']['xc'],
_y=self.params['MHE_error']['yc'])
self.MHE_error.name = self.params['MHE_error']['name']
self.MVE_error = MirPl(
np.loadtxt(self.fpath +
self.params['MVE_error']['mirror profile']),
_dim=self.params['MVE_error']['orientation'],
_ang=self.params['MVE_error']['incidence angle'],
_refl=self.params['MVE_error']['transmission'],
_x=self.params['MVE_error']['xc'],
_y=self.params['MVE_error']['yc'])
self.MVE_error.name = self.params['MVE_error']['name']
self.MHE = MirEl(orient=self.params['MHE']["orientation"],
p=self.params['MHE']["distance from source"],
q=self.params['MHE']["distance to focus"],
thetaE=self.params['MHE']["design angle"],
theta0=self.params['MHE']["incidence angle"],
_x=self.params["MHE"]["xc"],
_y=self.params["MHE"]["yc"],
length=self.params['MHE']["length"],
roll=self.params['MHE']["roll"],
yaw=self.params['MHE']["yaw"],
_refl=self.params['MHE']["reflectivity"],
_ext_in=self.params['MHE']["_ext_in"],
_ext_out=self.params['MHE']["_ext_out"])
self.MHE.name = self.params['MHE']['name']
self.d6 = Drift(self.params["d7"]['distance'])
self.d6.name = self.params["d7"]['name']
self.MVE = MirEl(orient=self.params['MVE']["orientation"],
p=self.params['MVE']["distance from source"],
q=self.params['MVE']["distance to focus"],
thetaE=self.params['MVE']["design angle"],
theta0=self.params['MVE']["incidence angle"],
_x=self.params["MVE"]["xc"],
_y=self.params["MVE"]["yc"],
length=self.params['MVE']["length"],
roll=self.params['MVE']["roll"],
yaw=self.params['MVE']["yaw"],
_refl=self.params['MVE']["reflectivity"],
_ext_in=self.params['MVE']["_ext_in"],
_ext_out=self.params['MVE']["_ext_out"])
self.MVE.name = self.params['MVE']['name']
self.d8 = Drift(self.params["d8"]['distance'])
self.d8.name = self.params["d8"]['name']
self.MVP = MirPl(np.loadtxt(self.fpath +
self.params['MVP']['mirror profile']),
_dim=self.params['MVP']['orientation'],
_ang=self.params['MVP']['incidence angle'],
_refl=self.params['MVP']['transmission'],
_x=self.params['MVP']['xc'],
_y=self.params['MVP']['yc'])
self.MVP.name = self.params['MVP']['name']
self.df = Drift(self.params["df"]['distance'])
self.df.name = self.params["df"]['name']
elif focus == "nano":
self.NKB_pslit = Aperture(
_shape=self.params["NKB_pslit"]['shape'],
_ap_or_ob=self.params["NKB_pslit"]['type'],
_Dx=self.params["NKB_pslit"]['dx'],
_Dy=self.params["NKB_pslit"]['dy'],
_x=self.params["NKB_pslit"]['xc'],
_y=self.params["NKB_pslit"]['yc'])
self.NKB_pslit.name = self.params["NKB_pslit"]['name']
self.NHE = MirEl(orient=self.params['NHE']["orientation"],
p=self.params['NHE']["distance from source"],
q=self.params['NHE']["distance to focus"],
thetaE=self.params['NHE']["design angle"],
theta0=self.params['NHE']["incidence angle"],
_x=self.params["NHE"]["xc"],
_y=self.params["NHE"]["yc"],
length=self.params['NHE']["length"],
roll=self.params['NHE']["roll"],
yaw=self.params['NHE']["yaw"],
_refl=self.params['NHE']["reflectivity"],
_ext_in=self.params['NHE']["_ext_in"],
_ext_out=self.params['NHE']["_ext_out"])
self.NHE.name = self.params["NHE"]["name"]
self.NVE = MirEl(orient=self.params['NVE']["orientation"],
p=self.params['NVE']["distance from source"],
q=self.params['NVE']["distance to focus"],
thetaE=self.params['NVE']["design angle"],
theta0=self.params['NVE']["incidence angle"],
_x=self.params["NVE"]["xc"],
_y=self.params["NVE"]["yc"],
length=self.params['NVE']["length"],
roll=self.params['NVE']["roll"],
yaw=self.params['NVE']["yaw"],
_refl=self.params['NVE']["reflectivity"],
_ext_in=self.params['NVE']["_ext_in"],
_ext_out=self.params['NVE']["_ext_out"])
self.NVE.name = self.params["NVE"]["name"]
self.NVE_error = MirPl(
np.loadtxt(self.fpath + self.params['NVE_error']
['mirror profile'].replace("../../", "")),
_dim=self.params['NVE_error']['orientation'],
_ang=self.params['NVE_error']['incidence angle'] +
self.params['NVE']['incidence angle'],
_refl=self.params['NVE_error']['transmission'],
_x=self.params['NVE_error']['xc'],
_y=self.params['NVE_error']['yc'])
self.NVE_error.name = self.params['NVE_error']['name']
self.NHE_error = MirPl(
np.loadtxt(self.fpath + self.params['NHE_error']
['mirror profile'].replace("../../", "")),
_dim=self.params['NHE_error']['orientation'],
_ang=self.params['NHE_error']['incidence angle'] +
self.params['NHE']['incidence angle'],
_refl=self.params['NHE_error']['transmission'],
_x=self.params['NHE_error']['xc'],
_y=self.params['NHE_error']['yc'])
self.NHE_error.name = self.params['NHE_error']['name']
self.params["d3"]["distance"] = 656.424
self.params["d4"]["distance"] = 1.20
self.params["d5"]["distance"] = 1.00
self.params["df"]["distance"] = 2.2
self.d3 = Drift(self.params["d3"]['distance'])
self.d3.name = self.params["d3"]['name']
self.d4 = Drift(self.params["d4"]['distance'])
self.d4.name = self.params["d4"]['name']
self.d5 = Drift(self.params["d5"]['distance'])
self.d5.name = self.params["d5"]['name']
self.df = Drift(self.params["df"]['distance'])
self.df.name = self.params["df"]['name']
def build_beamline(self, focus="nano", screens="false"):
"""
Construct the beamline object
:param focus: what beamline configuration (micron or nano)
"""
self.bl = Beamline()
if focus == "micron":
self.bl.append(
self.d1, propagation_parameters(1, 1, 1, 1, mode="fraunhofer"))
self.bl.append(self.HOM1,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d2, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.HOM2,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d3, propagation_parameters(1, 1, 1, 1, mode='fraunhofer'))
self.bl.append(
self.MKB_pslit,
propagation_parameters(1 / 5, 1, 1 / 5, 1, mode='fresnel'))
self.bl.append(
self.d4, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.MHP,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d5, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.MHE,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(self.MHE_error,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d6, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.MVE,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(self.MVE_error,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d8, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.MVP,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(self.df,
propagation_parameters(5, 1, 5, 1, mode='converge'))
elif focus == "nano":
self.bl.append(
self.d1, propagation_parameters(1, 1, 1, 1, mode="fraunhofer"))
self.bl.append(self.HOM1,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d2, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.HOM2,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d3, propagation_parameters(1, 1, 1, 1, mode='fraunhofer'))
self.bl.append(
self.NKB_pslit,
propagation_parameters(1 / 10, 1, 1 / 10, 1, mode='fresnel'))
self.bl.append(
self.d4, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.NHE_error,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(self.NHE,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d5, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.NVE_error,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(self.NVE,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.df,
propagation_parameters(1 / 20, 1, 1 / 20, 1, mode='converge'))
self.bl.params = self.params
def get_beamline(self):
return self.bl
def crop_beamline(self, element1=None, element2=None):
"""
crop the beamline to some position as defined by the name of the optical element
:param bl: beamline object
:param position: position to be cropped to
"""
if element1 is not None:
names = [
el.name
for el in self.bl.propagation_options[0]['optical_elements']
]
idx1 = names.index(element1)
if element2 is not None:
names = [
el.name
for el in self.bl.propagation_options[0]['optical_elements']
]
idx2 = names.index(element2)
if element1 not in names:
pass
elif element2 is not None:
self.bl.propagation_options[0][
'optical_elements'] = self.bl.propagation_options[0][
'optical_elements'][idx1:idx2 + 1]
self.bl.propagation_options[0][
'propagation_parameters'] = self.bl.propagation_options[0][
'propagation_parameters'][idx1:idx2 + 1]
else:
self.bl.propagation_options[0][
'optical_elements'] = self.bl.propagation_options[0][
'optical_elements'][:idx1 + 1]
self.bl.propagation_options[0][
'propagation_parameters'] = self.bl.propagation_options[0][
'propagation_parameters'][:idx1 + 1]
def add_screen(self, position, distance, screenName=None):
"""
add a screening plane at drift beyond some element position
:param position: last optical element before screen
:param distance: position from last optical element to screen
:param screenName: name of the screen element (ie., MKB-scr etc) [str]
"""
self.crop_beamline(element1=position)
drift2screen = Drift(distance)
if screenName is not None:
drift2screen.name = "screen"
else:
drift2screen.name = screenName
self.bl.append(Drift(distance),
propagation_parameters(1, 1, 1, 1, m='quadratic'))
def mirror_profiles(self, toggle="on", aperture=True, overwrite=False):
"""
toggle for mirror surfaces
"""
if toggle == "on":
self.define_mirror_profiles(overwrite=overwrite,
aperture=aperture,
surface='real')
if toggle == "off":
self.define_mirror_profiles(overwrite=overwrite,
aperture=aperture,
surface='flat')
def get_mirror_profiles(self, mirror_name, context='talk', sdir=None):
sns.set()
surface = np.loadtxt(self.params[mirror_name]['mirror profile'])
x = surface[1:, 0]
y = surface[0, 1:]
surface = surface[1:, 1:]
mesh = get_mesh(surface, abs(x[1] - x[0]), abs(y[1] - y[0]))
return surface, mesh
@property
def list_elements(self):
return [el.name for el in self.optical_elements]
@property
def optical_elements(self):
"""
returns an ordered list of optical elements
"""
if hasattr(self, "bl"):
optical_elements = self.bl.propagation_options[0][
'optical_elements']
else:
assert ("instrument class has no beamline attribute")
return optical_elements
def element_index(self, element_name):
"""
get the index of an element in a beamline by name
"""
### get index
names = self.list_elements
if element_name in names:
index = names.index(element_name)
else:
assert ("Beamline does not contain optical element: {}".format(
element_name))
return index
def remove_element(self, element_name):
"""
remove an element from the beamline by name
"""
index = self.element_index(element_name)
del self.bl.propagation_options[0]['optical_elements'][index]
del self.bl.propagation_options[0]['propagation_parameters'][index]
def edit_propagation_parameters(self, element_name, new_parameters):
"""
edit the propagation parameters of an element by name
"""
self.bl.propagation_options[0]['propagation_parameters'][
self.element_index(element_name)] = new_parameters
val = nx//4
for i in range(N):
wfr = construct_SA1_wavefront(nx,ny,4.96,0.25)
pm = np.random.rand(nx,ny)*1e-2
print(pm[val,val])
srwlib.srwl.SetRepresElecField(wfr._srwl_wf, 'f')
ps = phaseMask(pm, [ get_axis(wfr, axis = 'x').max()-
get_axis(wfr, axis = 'x').min(),
get_axis(wfr, axis = 'y').max()-
get_axis(wfr, axis = 'y').min()], wav) ##speckle
bl = Beamline()
bl.append(sp, propagation_parameters(1,1,1,1))
bl.propagate(wfr)
bl = Beamline()
bl.append(ps, propagation_parameters(1,1,1,1))
bl.propagate(wfr)
PH[:,:,i] = wfr.get_phase()[:,:,0] #% np.pi*2
## PH = (PH + np.pi) % (2 * np.pi) - np.pi
bl = Beamline()
class Instrument(base_class):
"""
A container for loading and modifying beamline data
"""
def __init__(self, parameter_file=None, VERBOSE=True, **kwargs):
self.VERBOSE = VERBOSE
self.load_params(file=parameter_file)
self.fpath = felpy_path() ### felpy path (for dev. purposes)
self.mirrors = [
"HOM1", "HOM2", "MHE", "MVE", "MHP", "MVP", "NVE", "NHE"
]
self.nano = ["HOM1", "HOM2", "NVE", "NHE"]
self.focus = ["MHE", "MVE", "NVE", "NHE"]
add_path()
super().__init__(VERBOSE, **kwargs)
def load_params(self, file=None):
"""
load beamline parameters from /data/spb/
"""
if file is not None:
with open(file, "r") as read_file:
self.params = json.load(read_file)
else:
self.params = get_params()
def export_params(self, sdir=None):
"""
save the current set of beamline parameters in json format
:param sdir: save directory
"""
if sdir is None:
with open(self.fpath + '/data/spb/parameters.json', 'w') as f:
json.dump(self.params, f)
else:
with open(sdir + 'parameters.json', 'w') as f:
json.dump(self.params, f)
def adjust_mirror(self, mirror_name, ekev, new_ang, mirror_refl=None):
if mirror_refl is None:
if ekev <= 7.5:
material = "B4C"
else:
material = "Ru"
refl = get_refl(load_refl(material), ekev, new_ang)
new_ang = new_ang + np.tan(
self.params[mirror_name]["xc"] /
self.params[self.params[mirror_name]['next_drift']]['distance'])
self.params[mirror_name]["design angle"] = new_ang
self.params[mirror_name]["incidence angle"] = new_ang
self.params[mirror_name]['reflectivity'] = (
refl
) #**2 ### note, this maps to an absorption parameter (hence 1-refl)
def load_mirror_profiles(self, surface="flat", aperture=True):
for mirror in self.nano:
if mirror in ["MHE", "MVP", "MVE", "MHP"]:
fdir = self.fpath + "/data/spb/mirror_surface/{}_mir_{}.dat".format(
mirror, surface)
else:
fdir = self.fpath + "/data/spb/mirror_surface/{}_mir_real.dat".format(
mirror)
if aperture:
if os.path.exists(fdir):
if mirror in self.focus:
self.params[mirror + "_error"]['mirror profile'] = fdir
else:
self.params[mirror]['mirror profile'] = fdir
else:
print("The mirror path could not be found")
print("Generating Random Mirror File")
generate_mirror_surface(
512,
512,
dx=self.params[mirror]['dx'],
dy=self.params[mirror]['dy'],
savedir="../../data/spb/mirror_surface/",
mode=surface,
mirror_name=mirror)
self.params[mirror]['mirror profile'] = fdir
elif aperture == False:
## ask liuba "RuntimeError: Failed to determine optical axis after reflection from mirror." for large el-mirror lengths
if os.path.exists(fdir):
if mirror in self.focus:
self.params[mirror + "_error"]['mirror profile'] = fdir
else:
self.params[mirror]['mirror profile'] = fdir
else:
generate_mirror_surface(
512,
512,
dx=100,
dy=100,
savedir="../../data/spb/mirror_surface/",
mode=surface,
mirror_name=mirror)
self.params[mirror]['mirror profile'] = fdir
def build_elements(self, focus="nano"):
self.d1 = Drift(self.params["HOM1"]['distance from source'])
self.d1.name = self.params["d1"]['name']
self.HOM1 = MirPl(np.loadtxt(
self.params['HOM1']['mirror profile'].replace("../../", "")),
_dim=self.params['HOM1']['orientation'],
_ang=self.params['HOM1']['incidence angle'],
_amp_coef=1,
_x=self.params['HOM1']['xc'],
_y=self.params['HOM1']['yc'],
_refl=self.params['HOM1']['reflectivity'])
self.HOM1.name = self.params['HOM1']['name']
self.d2 = Drift(self.params["HOM2"]['distance from source'] -
self.params["HOM1"]['distance from source'])
self.d2.name = self.params["d2"]['name']
self.HOM2 = MirPl(np.loadtxt(
self.params['HOM2']['mirror profile'].replace("../../", "")),
_dim=self.params['HOM2']['orientation'],
_ang=self.params['HOM2']['incidence angle'],
_amp_coef=1,
_x=self.params['HOM2']['xc'],
_y=self.params['HOM2']['yc'],
_refl=self.params['HOM2']['reflectivity'])
self.HOM2.name = self.params['HOM2']['name']
if focus == "direct":
self.params["d3"]["distance"] = 656.424
self.params["d4"]["distance"] = 1.20
self.params["d5"]["distance"] = 1.00
self.params["df"]["distance"] = 2.2
self.d3 = Drift(self.params["d3"]['distance'])
self.d3.name = self.params["d3"]['name']
self.d4 = Drift(self.params["d4"]['distance'])
self.d4.name = self.params["d4"]['name']
self.d5 = Drift(self.params["d5"]['distance'])
self.d5.name = self.params["d5"]['name']
self.df = Drift(self.params["df"]['distance'])
self.df.name = 'df'
self.NKB_PSlit = Aperture(
_shape=self.params["NKB_PSlit"]['shape'],
_ap_or_ob=self.params["NKB_PSlit"]['type'],
_Dx=self.params["NKB_PSlit"]['dx'],
_Dy=self.params["NKB_PSlit"]['dy'],
_x=self.params["NKB_PSlit"]['xc'],
_y=self.params["NKB_PSlit"]['yc'])
self.NKB_PSlit.name = self.params["NKB_PSlit"]['name']
if focus == "micron":
self.d3 = Drift(self.params["d3"]['distance'])
self.d3.name = self.params["d3"]['name']
self.MKB_pslit = Aperture(
_shape=self.params["MKB_pslit"]['shape'],
_ap_or_ob=self.params["MKB_pslit"]['type'],
_Dx=self.params["MKB_pslit"]['dx'],
_Dy=self.params["MKB_pslit"]['dy'],
_x=self.params["MKB_pslit"]['xc'],
_y=self.params["MKB_pslit"]['yc'])
self.MKB_pslit.name = self.params["MKB_pslit"]['name']
self.d4 = Drift(self.params["d4"]['distance'])
self.d4.name = self.params["d4"]['name']
self.MHP = MirPl(np.loadtxt(
self.params['MHP']['mirror profile'].replace("../../", "")),
_dim=self.params['MHP']['orientation'],
_ang=self.params['MHP']['incidence angle'],
_refl=self.params['MHP']['transmission'],
_x=self.params['MHP']['xc'],
_y=self.params['MHP']['yc'])
self.MHP.name = self.params['MHP']['name']
self.d5 = Drift(self.params["d5"]['distance'])
self.d5.name = self.params["d5"]['name']
self.MHE_error = MirPl(
np.loadtxt(self.params['MHE_error']['mirror profile'].replace(
"../../", "")),
_dim=self.params['MHE_error']['orientation'],
_ang=self.params['MHE_error']['incidence angle'],
_refl=self.params['MHE_error']['transmission'],
_x=self.params['MHE_error']['xc'],
_y=self.params['MHE_error']['yc'])
self.MHE_error.name = self.params['MHE_error']['name']
self.MVE_error = MirPl(
np.loadtxt(self.params['MVE_error']['mirror profile'].replace(
"../../", "")),
_dim=self.params['MVE_error']['orientation'],
_ang=self.params['MVE_error']['incidence angle'],
_refl=self.params['MVE_error']['transmission'],
_x=self.params['MVE_error']['xc'],
_y=self.params['MVE_error']['yc'])
self.MVE_error.name = self.params['MVE_error']['name']
self.MHE = MirEl(orient=self.params['MHE']["orientation"],
p=self.params['MHE']["distance from source"],
q=self.params['MHE']["distance to focus"],
thetaE=self.params['MHE']["design angle"],
theta0=self.params['MHE']["incidence angle"],
_x=self.params["MHE"]["xc"],
_y=self.params["MHE"]["yc"],
length=self.params['MHE']["length"],
roll=self.params['MHE']["roll"],
yaw=self.params['MHE']["yaw"],
_refl=self.params['MHE']["reflectivity"],
_ext_in=self.params['MHE']["_ext_in"],
_ext_out=self.params['MHE']["_ext_out"])
self.MHE.name = self.params['MHE']['name']
self.d6 = Drift(self.params["d7"]['distance'])
self.d6.name = self.params["d7"]['name']
self.MVE = MirEl(orient=self.params['MVE']["orientation"],
p=self.params['MVE']["distance from source"],
q=self.params['MVE']["distance to focus"],
thetaE=self.params['MVE']["design angle"],
theta0=self.params['MVE']["incidence angle"],
_x=self.params["MVE"]["xc"],
_y=self.params["MVE"]["yc"],
length=self.params['MVE']["length"],
roll=self.params['MVE']["roll"],
yaw=self.params['MVE']["yaw"],
_refl=self.params['MVE']["reflectivity"],
_ext_in=self.params['MVE']["_ext_in"],
_ext_out=self.params['MVE']["_ext_out"])
self.MVE.name = self.params['MVE']['name']
self.d8 = Drift(self.params["d8"]['distance'])
self.d8.name = self.params["d8"]['name']
self.MVP = MirPl(np.loadtxt(
self.params['MVP']['mirror profile'].replace("../../", "")),
_dim=self.params['MVP']['orientation'],
_ang=self.params['MVP']['incidence angle'],
_refl=self.params['MVP']['transmission'],
_x=self.params['MVP']['xc'],
_y=self.params['MVP']['yc'])
self.MVP.name = self.params['MVP']['name']
self.df = Drift(self.params["df"]['distance'])
self.df.name = self.params["df"]['name']
elif focus == "nano":
self.NKB_PSlit = Aperture(
_shape=self.params["NKB_PSlit"]['shape'],
_ap_or_ob=self.params["NKB_PSlit"]['type'],
_Dx=self.params["NKB_PSlit"]['dx'],
_Dy=self.params["NKB_PSlit"]['dy'],
_x=self.params["NKB_PSlit"]['xc'],
_y=self.params["NKB_PSlit"]['yc'])
self.NKB_PSlit.name = self.params["NKB_PSlit"]['name']
self.NHE = MirEl(orient=self.params['NHE']["orientation"],
p=self.params['NHE']["distance from source"],
q=self.params['NHE']["distance to focus"],
thetaE=self.params['NHE']["design angle"],
theta0=self.params['NHE']["incidence angle"],
_x=self.params["NHE"]["xc"],
_y=self.params["NHE"]["yc"],
length=self.params['NHE']["length"],
roll=self.params['NHE']["roll"],
yaw=self.params['NHE']["yaw"],
_refl=self.params['NHE']["reflectivity"],
_ext_in=self.params['NHE']["_ext_in"],
_ext_out=self.params['NHE']["_ext_out"])
self.NHE.name = self.params["NHE"]["name"]
self.NVE = MirEl(orient=self.params['NVE']["orientation"],
p=self.params['NVE']["distance from source"],
q=self.params['NVE']["distance to focus"],
thetaE=self.params['NVE']["design angle"],
theta0=self.params['NVE']["incidence angle"],
_x=self.params["NVE"]["xc"],
_y=self.params["NVE"]["yc"],
length=self.params['NVE']["length"],
roll=self.params['NVE']["roll"],
yaw=self.params['NVE']["yaw"],
_refl=self.params['NVE']["reflectivity"],
_ext_in=self.params['NVE']["_ext_in"],
_ext_out=self.params['NVE']["_ext_out"])
self.NVE.name = self.params["NVE"]["name"]
NVE_error = np.loadtxt(
self.params['NVE_error']['mirror profile'].replace(
"../../", ""))
NVE_error[1:, 1:] = gaussian_filter1d(NVE_error[1:, 1:], 20)
self.NVE_error = MirPl(
NVE_error,
_dim=self.params['NVE_error']['orientation'],
_ang=self.params['NVE_error']
['incidence angle'], ### + self.params['NVE']['incidence angle'],
_refl=self.params['NVE_error']['transmission'],
_x=self.params['NVE_error']['xc'],
_y=self.params['NVE_error']['yc'],
_amp_coef=1e-10)
self.NVE_error.name = self.params['NVE_error']['name']
self.NHE_error = MirPl(
np.loadtxt(self.params['NHE_error']['mirror profile'].replace(
"../../", "")),
_dim=self.params['NHE_error']['orientation'],
_ang=self.params['NHE_error']
['incidence angle'], ###+self.params['NHE']['incidence angle'],
_refl=self.params['NHE_error']['transmission'],
_x=self.params['NHE_error']['xc'],
_y=self.params['NHE_error']['yc'],
_amp_coef=1e-10)
self.NHE_error.name = self.params['NHE_error']['name']
self.params["d3"]["distance"] = 656.424
self.params["d4"]["distance"] = 1.20
self.params["d5"]["distance"] = 1.00
self.params["df"]["distance"] = 2.2
self.d3 = Drift(self.params["d3"]['distance'])
self.d3.name = self.params["d3"]['name']
self.d4 = Drift(self.params["d4"]['distance'])
self.d4.name = self.params["d4"]['name']
self.d5 = Drift(self.params["d5"]['distance'])
self.d5.name = self.params["d5"]['name']
self.df = Drift(self.params["df"]['distance'])
self.df.name = 'df'
def build_beamline(self, focus="nano", screens="false"):
"""
Construct the beamline object
:param focus: what beamline configuration (micron or nano)
"""
self.bl = Beamline()
if focus == 'direct':
self.bl.append(
self.d1, propagation_parameters(1, 1, 1, 1, mode="quadratic"))
self.bl.append(self.HOM1,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d2, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.HOM2,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d3, propagation_parameters(2, 1, 2, 1, mode='fraunhofer'))
self.bl.append(
self.NKB_PSlit,
propagation_parameters(1 / 10, 1, 1 / 10, 1, mode='fresnel'))
self.bl.append(
self.d4, propagation_parameters(1, 1, 1, 1, mode='fraunhofer'))
self.bl.append(
self.d5, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(
self.df, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
if focus == "micron":
self.bl.append(
self.d1, propagation_parameters(1, 1, 1, 1, mode="fraunhofer"))
self.bl.append(self.HOM1,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d2, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.HOM2,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d3, propagation_parameters(1, 1, 1, 1, mode='fraunhofer'))
self.bl.append(
self.d4, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.MHP,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d5, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.MHE,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(self.MHE_error,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d6, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.MVE,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(self.MVE_error,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d8, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.MVP,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(self.df,
propagation_parameters(5, 1, 5, 1, mode='converge'))
elif focus == "nano":
self.bl.append(self.d1,
propagation_parameters(*self.params['d1']['pp']))
self.bl.append(self.HOM1,
propagation_parameters(*self.params['HOM1']['pp']))
self.bl.append(self.d2,
propagation_parameters(*self.params['d2']['pp']))
self.bl.append(self.HOM2,
propagation_parameters(*self.params['HOM2']['pp']))
self.bl.append(self.d3,
propagation_parameters(*self.params['d3']['pp']))
self.bl.append(
self.NKB_PSlit,
propagation_parameters(*self.params['NKB_PSlit']['pp']))
self.bl.append(self.d4,
propagation_parameters(*self.params['d4']['pp']))
self.bl.append(
self.NHE_error,
propagation_parameters(*self.params['NHE_error']['pp']))
self.bl.append(self.NHE,
propagation_parameters(*self.params['NHE']['pp']))
self.bl.append(self.d5,
propagation_parameters(*self.params['d5']['pp']))
self.bl.append(
self.NVE_error,
propagation_parameters(*self.params['NVE_error']['pp']))
self.bl.append(self.NVE,
propagation_parameters(*self.params['NVE']['pp']))
#self.bl.append(self.df, propagation_parameters(1,1,1,1, mode = 'converge'))
#self.bl.append(self.df, propagation_parameters(15,1,15,1, mode = 'converge')) ### perfect mirrors
self.bl.params = self.params
def get_beamline(self):
return self.bl
def crop_beamline(self, element1=None, element2=None):
"""
crop the beamline to some position as defined by the name of the optical element
:param bl: beamline object
:param position: position to be cropped to
"""
if element1 is not None:
names = [
el.name
for el in self.bl.propagation_options[0]['optical_elements']
]
idx1 = names.index(element1)
else:
idx1 = 0
if element2 is not None:
names = [
el.name
for el in self.bl.propagation_options[0]['optical_elements']
]
idx2 = names.index(element2)
elif element2 is not None:
self.bl.propagation_options[0][
'optical_elements'] = self.bl.propagation_options[0][
'optical_elements'][idx1:idx2 + 1]
self.bl.propagation_options[0][
'propagation_parameters'] = self.bl.propagation_options[0][
'propagation_parameters'][idx1:idx2 + 1]
else:
self.bl.propagation_options[0][
'optical_elements'] = self.bl.propagation_options[0][
'optical_elements'][:idx1 + 1]
self.bl.propagation_options[0][
'propagation_parameters'] = self.bl.propagation_options[0][
'propagation_parameters'][:idx1 + 1]
def add_screen(self, position, distance, screenName=None):
"""
add a screening plane at drift beyond some element posiFalsetion
:param position: last optical element before screen
:param distance: position from last optical element to screen
:param screenName: name of the screen element (ie., MKB-scr etc) [str]
"""
self.crop_beamline(element1=position)
drift2screen = Drift(distance)
if screenName is not None:
drift2screen.name = "screen"
else:
drift2screen.name = screenName
self.bl.append(Drift(distance),
propagation_parameters(1, 1, 1, 1, m='quadratic'))
def mirror_profiles(self, surface, aperture, overwrite=True):
"""
toggle for mirror surfaces
"""
self.load_mirror_profiles(aperture=aperture, surface=surface)
def get_mirror_profile(self, mirror_name, sdir=None):
surface = np.loadtxt(self.params[mirror_name]['mirror profile'])
x = surface[1:, 0] * 1e3
y = surface[0, 1:] * 1e3
surface = surface[1:, 1:]
return surface, x, y
def rebuild(self, focus='nano'):
self.build_elements(focus)
self.build_beamline(focus)
def build_beamline(self, focus="nano", screens="false"):
"""
Construct the beamline object
:param focus: what beamline configuration (micron or nano)
"""
self.bl = Beamline()
if focus == 'direct':
self.bl.append(
self.d1, propagation_parameters(1, 1, 1, 1, mode="quadratic"))
self.bl.append(self.HOM1,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d2, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.HOM2,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d3, propagation_parameters(2, 1, 2, 1, mode='fraunhofer'))
self.bl.append(
self.NKB_PSlit,
propagation_parameters(1 / 10, 1, 1 / 10, 1, mode='fresnel'))
self.bl.append(
self.d4, propagation_parameters(1, 1, 1, 1, mode='fraunhofer'))
self.bl.append(
self.d5, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(
self.df, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
if focus == "micron":
self.bl.append(
self.d1, propagation_parameters(1, 1, 1, 1, mode="fraunhofer"))
self.bl.append(self.HOM1,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d2, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.HOM2,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d3, propagation_parameters(1, 1, 1, 1, mode='fraunhofer'))
self.bl.append(
self.d4, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.MHP,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d5, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.MHE,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(self.MHE_error,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d6, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.MVE,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(self.MVE_error,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(
self.d8, propagation_parameters(1, 1, 1, 1, mode='quadratic'))
self.bl.append(self.MVP,
propagation_parameters(1, 1, 1, 1, mode='fresnel'))
self.bl.append(self.df,
propagation_parameters(5, 1, 5, 1, mode='converge'))
elif focus == "nano":
self.bl.append(self.d1,
propagation_parameters(*self.params['d1']['pp']))
self.bl.append(self.HOM1,
propagation_parameters(*self.params['HOM1']['pp']))
self.bl.append(self.d2,
propagation_parameters(*self.params['d2']['pp']))
self.bl.append(self.HOM2,
propagation_parameters(*self.params['HOM2']['pp']))
self.bl.append(self.d3,
propagation_parameters(*self.params['d3']['pp']))
self.bl.append(
self.NKB_PSlit,
propagation_parameters(*self.params['NKB_PSlit']['pp']))
self.bl.append(self.d4,
propagation_parameters(*self.params['d4']['pp']))
self.bl.append(
self.NHE_error,
propagation_parameters(*self.params['NHE_error']['pp']))
self.bl.append(self.NHE,
propagation_parameters(*self.params['NHE']['pp']))
self.bl.append(self.d5,
propagation_parameters(*self.params['d5']['pp']))
self.bl.append(
self.NVE_error,
propagation_parameters(*self.params['NVE_error']['pp']))
self.bl.append(self.NVE,
propagation_parameters(*self.params['NVE']['pp']))
#self.bl.append(self.df, propagation_parameters(1,1,1,1, mode = 'converge'))
#self.bl.append(self.df, propagation_parameters(15,1,15,1, mode = 'converge')) ### perfect mirrors
self.bl.params = self.params
def sliceFocus(wfr,
ekev,
focus='micron',
nslices=500,
axisName='x',
outdir=None):
spb = Instrument(overwrite_mirrors=False)
spb.setupHOMs(ekev)
spb.build_elements(focus=focus)
spb.buildBeamline(focus=focus)
el_n = len(spb.bl.propagation_options[0]['optical_elements']) - 1
slice_interval = copy(
spb.bl.propagation_options[0]['optical_elements'][el_n].L / 1000)
spb.bl.propagation_options[0]['optical_elements'][el_n].L *= 0.75
spb.bl.propagation_options[0]['propagation_parameters'][
el_n] = propagation_parameters(1 / 5, 5, 1 / 5, 5, mode='quadratic')
bl = spb.get_beamline()
bl.propagate(wfr)
if axisName == 'x':
data_focslice = np.zeros([nslices, np.shape(wfr.data.arrEhor)[0]])
elif axisName == 'y':
data_focslice = np.zeros([nslices, np.shape(wfr.data.arrEhor)[1]])
fig = plt.figure()
ax = fig.add_subplot(111)
for n in range(nslices):
print("Slice {}/{}".format(n + 1, nslices))
bl = Beamline()
bl.append(SRWLOptD(slice_interval),
propagation_parameters(1, 1, 1, 1, mode='normal'))
bl.propagate(wfr)
data_focslice[-n - 1, :] = wfr.get_profile_1d()[0]
y = np.linspace(
spb.bl.propagation_options[0]['optical_elements'][el_n].L,
spb.bl.propagation_options[0]['optical_elements'][el_n].L +
nslices * slice_interval, nslices)
if axisName == 'x':
extent = [
wfr.params.Mesh.xMin * 1e6, wfr.params.Mesh.xMax * 1e6,
y.min(),
y.max()
]
elif axisName == 'y':
extent = [
wfr.params.Mesh.yMin * 1e6, wfr.params.Mesh.yMax * 1e6,
y.min(),
y.max()
]
ax.imshow(data_focslice,
extent=extent,
aspect='auto',
norm=mpl.colors.LogNorm())
if focus == "micron":
ax.set_title("Micron Focus Location")
ax.set_ylabel("Longitudinal Distance from MKB (m)")
if axisName == 'x':
x = np.linspace(wfr.params.Mesh.xMin * 1e6,
wfr.params.Mesh.xMax * 1e6, wfr.params.Mesh.nx)
ax.set_xlabel("x ($\mu$m)")
elif axisName == 'y':
x = np.linspace(wfr.params.Mesh.yMin * 1e6,
wfr.params.Mesh.yMax * 1e6, wfr.params.Mesh.ny)
ax.set_xlabel("y ($\mu$m)")
if focus == "nano":
ax.set_title("Nano Focus Location")
ax.set_ylabel("Longitudinal Distance from NKB (m)")
if axisName == 'x':
x = np.linspace(wfr.params.Mesh.xMin * 1e6,
wfr.params.Mesh.xMax * 1e6, wfr.params.Mesh.nx)
ax.set_xlabel("x ($\mu$m)")
elif axisName == 'y':
x = np.linspace(wfr.params.Mesh.yMin * 1e6,
wfr.params.Mesh.yMax * 1e6, wfr.params.Mesh.ny)
ax.set_xlabel("y ($\mu$m)")
ax.plot(x, np.ones(x.shape) * spb.bl.params["df"]["distance"], 'r--')
plt.legend(["Design Focal Plane"])
plt.show()
estr = str(ekev).replace(".", "-")
if outdir is not None:
fig.savefig(outdir +
"{}_focus_slice_{}_{}".format(focus, estr, axisName))
A = np.zeros((N, N), 'float32')
B = np.zeros((N, 1), 'float32')
wfr = construct_SA1_wavefront(nx, ny, 4.96, 0.25)
wfr.store_hdf5("coherentSrc.h5")
wav = (h * c) / (wfr.params.photonEnergy * e)
pm = gaussian_filter(np.random.rand(5, 5) / 1000, sigma=20)
plt.imshow(pm)
sp = phaseMask(pm, [
get_axis(wfr, axis='x').max() - get_axis(wfr, axis='x').min(),
get_axis(wfr, axis='y').max() - get_axis(wfr, axis='y').min()
], wav) ##speckle
bl = Beamline()
#bl.append(sp, propagation_parameters(1,1,1,1))
bl.append(Drift(1), propagation_parameters(1, 1, 1, 1, mode='normal'))
bl.propagate(wfr)
Ps = wfr.get_phase(slice_number=0) #
Is = wfr.get_intensity(slice_number=0)
ekev = wfr.params.photonEnergy
z1 = 1
z2 = 1
pix_size = wfr.get_spatial_resolution()[0]
delta = 1
beta = 1
bg_val = 1
scale = 1
# -*- coding: utf-8 -*-
import sys
from felpy.model.wavefront import Wavefront
from felpy.model.beamline import Beamline
from wpg.optical_elements import Drift
from felpy.model.tools import propagation_parameters
from felpy.utils.os_utils import mkdir_p
if __name__ == '__main__':
print("working")
in_directory = sys.argv[1]
print("in: ", in_directory)
out_directory = sys.argv[2]
print("out: ", out_directory)
wfr = Wavefront()
wfr.load_hdf5(in_directory)
print("wfr loaded")
bl = Beamline()
bl.append(Drift(3.644 - 2.2),
propagation_parameters(1, 1, 1, 1, 'quadratic'))
bl.propagate(wfr)
print("wfr propagated")
wfr.store_hdf5(out_directory)
print("wfr stored")
wfr.analysis(VERBOSE=True, DEBUG=True)
#print(wfr.custom_fields) ## good debug
