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c_2_compare_SFG_NLA__SSI_chi2.py
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c_2_compare_SFG_NLA__SSI_chi2.py
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# -*- coding: utf-8 -*-
"""
Created on Mon Nov 1 14:38:57 2021
@author: Xcz
"""
# %%
import copy
import numpy as np
from fun_os import img_squared_bordered_Read
from fun_global_var import init_GLV_DICT, tree_print
from fun_img_Resize import if_image_Add_black_border
from fun_linear import fft2
from fun_compare import U_compare
from b_3_SFG_NLA import SFG_NLA
from B_3_SFG_NLA_SSI_chi2 import SFG_NLA_SSI
from B_3_SFG_SSF_SSI_chi2 import SFG_SSF_SSI
np.seterr(divide='ignore', invalid='ignore')
def compare_SFG_NLA__SSI(U_name_Structure="",
is_phase_only_Structure=0,
# %%
z_pump_Structure=0,
is_LG_Structure=0, is_Gauss_Structure=1, is_OAM_Structure=1,
l_Structure=0, p_Structure=0,
theta_x_Structure=0, theta_y_Structure=0,
# %%
is_random_phase_Structure=0,
is_H_l_Structure=0, is_H_theta_Structure=0, is_H_random_phase_Structure=0,
# %%
U_name="",
img_full_name="l=1.png",
is_phase_only=0,
# %%
z_pump=0,
is_LG=0, is_Gauss=1, is_OAM=1,
l=1, p=0,
theta_x=1, theta_y=0,
# %%
is_random_phase=0,
is_H_l=0, is_H_theta=0, is_H_random_phase=0,
# %%---------------------------------------------------------------------
# %%
U_size=0.5, w0=0.1, w0_Structure=5, structure_size_Shrink=0.1,
L0_Crystal=2, z0_structure_frontface_expect=0.5, deff_structure_length_expect=1,
SSI_zoomout_times=1, sheets_stored_num=10,
z0_section_1_expect=1, z0_section_2_expect=1,
X=0, Y=0,
# %%
Duty_Cycle_x=0.5, Duty_Cycle_y=0.5, Duty_Cycle_z=0.5,
structure_xy_mode='x', Depth=2,
# %%
is_continuous=0, is_target_far_field=1, is_transverse_xy=0,
is_reverse_xy=0, is_positive_xy=1,
# %%
is_bulk=1, is_no_backgroud=1,
is_stored=0, is_show_structure_face=1, is_energy_evolution_on=1,
# %%
lam1=1.5, is_air_pump=0, is_air=0, T=25,
is_air_pump_structure=0,
deff=30, is_fft=1, fft_mode=0,
is_sum_Gm=0, mG=0,
is_linear_convolution=0,
# %%
Tx=19.769, Ty=20, Tz=8.139,
mx=-1, my=0, mz=1,
is_stripe=0, is_NLAST=0,
# %%
is_save=0, is_save_txt=0, dpi=100,
# %%
color_1d='b', cmap_2d='viridis', cmap_3d='rainbow',
elev=10, azim=-65, alpha=2,
# %%
sample=1, ticks_num=6, is_contourf=0,
is_title_on=1, is_axes_on=1, is_mm=1,
# %%
fontsize=9,
font={'family': 'serif',
'style': 'normal', # 'normal', 'italic', 'oblique'
'weight': 'normal',
'color': 'black', # 'black','gray','darkred'
},
# %%
is_colorbar_on=1, is_colorbar_log=0,
is_energy=1,
# %%
plot_group="UGa", is_animated=1,
loop=0, duration=0.033, fps=5,
# %%
is_plot_EVV=1, is_plot_3d_XYz=0, is_plot_selective=0,
is_plot_YZ_XZ=1, is_plot_3d_XYZ=0,
# %%
is_print=1, is_contours=1, n_TzQ=1,
Gz_max_Enhance=1, match_mode=1,
# %%
is_NLA=1, is_amp_relative=1,
# %%
**kwargs, ):
# print(kwargs)
# %%
info = "利用 SHG 对比：NLA 与 SSI"
is_print and print(tree_print(kwargs.get("is_end", 0), add_level=2) + info)
kwargs.pop("is_end", None);
kwargs.pop("add_level", None) # 该 def 子分支 后续默认 is_end = 0，如果 kwargs 还会被 继续使用 的话。
# %%
if_image_Add_black_border("", img_full_name,
__name__ == "__main__", is_print, **kwargs, )
# %%
args_SSI = \
[U_name,
img_full_name,
is_phase_only,
# %%
z_pump,
is_LG, is_Gauss, is_OAM,
l, p,
theta_x, theta_y,
# %%
is_random_phase,
is_H_l, is_H_theta, is_H_random_phase,
# %%
# 生成横向结构
U_name_Structure,
structure_size_Shrink,
is_phase_only_Structure,
# %%
w0_Structure, z_pump_Structure,
is_LG_Structure, is_Gauss_Structure, is_OAM_Structure,
l_Structure, p_Structure,
theta_x_Structure, theta_y_Structure,
# %%
is_random_phase_Structure,
is_H_l_Structure, is_H_theta_Structure, is_H_random_phase_Structure,
# %%
U_size, w0,
L0_Crystal, z0_structure_frontface_expect, deff_structure_length_expect,
SSI_zoomout_times, sheets_stored_num,
z0_section_1_expect, z0_section_2_expect,
X, Y,
# %%
is_bulk, is_no_backgroud,
is_stored, is_show_structure_face, is_energy_evolution_on,
# %%
lam1, is_air_pump, is_air, T,
is_air_pump_structure,
deff,
# %%
Tx, Ty, Tz,
mx, my, mz,
is_stripe, is_NLAST,
# %%
# 生成横向结构
Duty_Cycle_x, Duty_Cycle_y, Duty_Cycle_z,
Depth, structure_xy_mode,
is_continuous, is_target_far_field, is_transverse_xy,
is_reverse_xy, is_positive_xy,
# %%
is_save, is_save_txt, dpi,
# %%
color_1d, cmap_2d, cmap_3d,
elev, azim, alpha,
# %%
sample, ticks_num, is_contourf,
is_title_on, is_axes_on, is_mm,
# %%
fontsize, font,
# %%
is_colorbar_on, is_colorbar_log,
is_energy,
# %%
plot_group, is_animated,
loop, duration, fps,
# %%
is_plot_EVV, is_plot_3d_XYz, is_plot_selective,
is_plot_YZ_XZ, is_plot_3d_XYZ,
# %%
is_print, is_contours, n_TzQ,
Gz_max_Enhance, match_mode, ]
kwargs_SSI = copy.deepcopy(kwargs)
kwargs_SSI.update({"ray": kwargs.get("ray", "2"), })
U2_SSI, G2_SSI, ray2_SSI, method_and_way2_SSI, U_key2_SSI = \
SFG_NLA_SSI(*args_SSI, **kwargs_SSI, ) if is_NLA == 1 else \
SFG_SSF_SSI(*args_SSI, **kwargs_SSI, )
kwargs_NLA = copy.deepcopy(kwargs)
kwargs_NLA.update({"ray": kwargs.get("ray", "2"), })
U2_NLA, G2_NLA, ray2_NLA, method_and_way2_NLA, U_key2_NLA = \
SFG_NLA(U_name,
img_full_name,
is_phase_only,
# %%
z_pump,
is_LG, is_Gauss, is_OAM,
l, p,
theta_x, theta_y,
# %%
is_random_phase,
is_H_l, is_H_theta, is_H_random_phase,
# %%
# 生成横向结构
U_name_Structure,
structure_size_Shrink,
is_phase_only_Structure,
# %%
w0_Structure, z_pump_Structure,
is_LG_Structure, is_Gauss_Structure, is_OAM_Structure,
l_Structure, p_Structure,
theta_x_Structure, theta_y_Structure,
# %%
is_random_phase_Structure,
is_H_l_Structure, is_H_theta_Structure, is_H_random_phase_Structure,
# %%
U_size, w0,
L0_Crystal,
# %%
lam1, is_air_pump, is_air, T,
is_air_pump_structure,
deff, is_fft, fft_mode,
is_sum_Gm, mG,
is_linear_convolution,
# %%
Tx, Ty, Tz,
mx, my, mz,
# %%
# 生成横向结构
Duty_Cycle_x, Duty_Cycle_y, Duty_Cycle_z,
Depth, structure_xy_mode,
is_continuous, is_target_far_field, is_transverse_xy,
is_reverse_xy, is_positive_xy, is_no_backgroud,
# %%
is_save, is_save_txt, dpi,
# %%
cmap_2d,
# %%
ticks_num, is_contourf,
is_title_on, is_axes_on,
is_mm,
# %%
fontsize, font,
# %%
is_colorbar_on, is_energy,
# %%
is_print, is_contours, n_TzQ,
Gz_max_Enhance, match_mode,
**kwargs_NLA, )
# %%
img_name, img_name_extension, img_squared, \
size_PerPixel, size_fig, Ix, Iy, U = \
img_squared_bordered_Read(img_full_name,
U_size, dpi,
is_phase_only, **kwargs, )
# %%
# 对比 G2_NLA 与 G2_SSI 的 （绝对）误差
G_and_G_error_energy = U_compare(fft2(U2_NLA), fft2(U2_SSI), U_key2_SSI.replace("U", "G"), L0_Crystal,
# %%
img_name_extension, size_PerPixel, size_fig,
# %%
is_save, is_save_txt, dpi,
# %%
cmap_2d,
# %%
ticks_num, is_contourf,
is_title_on, is_axes_on, is_mm,
# %%
fontsize, font,
# %%S
is_colorbar_on, is_energy,
# %%
is_amp_relative, is_print, )
# %%
# 对比 U2_NLA 与 U2_ssi 的 （绝对）误差
U_and_U_error_energy = U_compare(U2_NLA, U2_SSI, U_key2_SSI, L0_Crystal,
# %%
img_name_extension, size_PerPixel, size_fig,
# %%
is_save, is_save_txt, dpi,
# %%
cmap_2d,
# %%
ticks_num, is_contourf,
is_title_on, is_axes_on, is_mm,
# %%
fontsize, font,
# %%S
is_colorbar_on, is_energy,
# %%
is_amp_relative, is_print,
# %%
is_end=1, )
# %%
return (G_and_G_error_energy, U_and_U_error_energy)
if __name__ == '__main__':
kwargs = \
{"U_name_Structure": "",
"is_phase_only_Structure": 0,
# %%
"z_pump_Structure": 0,
"is_LG_Structure": 0, "is_Gauss_Structure": 1, "is_OAM_Structure": 0,
"l_Structure": 0, "p_Structure": 0,
"theta_x_Structure": 0, "theta_y_Structure": 0,
# %%
"is_random_phase_Structure": 0,
"is_H_l_Structure": 0, "is_H_theta_Structure": 0, "is_H_random_phase_Structure": 0,
# %%
"U_name": "",
"img_full_name": "lena1.png",
"U_pixels_x": 0, "U_pixels_y": 0,
"is_phase_only": 0,
# %%
"z_pump": 0,
"is_LG": 0, "is_Gauss": 0, "is_OAM": 0,
"l": 0, "p": 0,
"theta_x": 0, "theta_y": 0,
# %%
"is_random_phase": 0,
"is_H_l": 0, "is_H_theta": 0, "is_H_random_phase": 0,
# %%---------------------------------------------------------------------
# %%
"U_size": 1, "w0": 0.3, "w0_Structure": 0,
"structure_size_Shrink": 0.1, "structure_size_Shrinker": 0,
"is_U_size_x_structure_side_y": 1,
"L0_Crystal": 1, "z0_structure_frontface_expect": 0, "deff_structure_length_expect": 1,
# %%
"SSI_zoomout_times": 1, "sheets_stored_num": 10,
"z0_section_1_expect": 0, "z0_section_2_expect": 0,
"X": 0, "Y": 0,
# %%
"Duty_Cycle_x": 0.5, "Duty_Cycle_y": 0.5, "Duty_Cycle_z": 0.5,
"structure_xy_mode": 'x', "Depth": 2,
# %%
"is_continuous": 0, "is_target_far_field": 1, "is_transverse_xy": 0,
"is_reverse_xy": 0, "is_positive_xy": 1,
# %%
"is_bulk": 0, "is_no_backgroud": 0,
"is_stored": 0, "is_show_structure_face": 0, "is_energy_evolution_on": 1,
# %%
"lam1": 1.064, "is_air_pump": 1, "is_air": 0, "T": 25,
"lam_structure": 1.064, "is_air_pump_structure": 1, "T_structure": 25,
"deff": 30, "is_fft": 1, "fft_mode": 0,
"is_sum_Gm": 0, "mG": 0, 'is_NLAST_sum': 0,
"is_linear_convolution": 0,
# %%
"Tx": 18.769, "Ty": 20, "Tz": 0, # 18.769, 11.873
"mx": 0, "my": 0, "mz": 1,
"is_stripe": 0, "is_NLAST": 1,
# %%
"is_save": 0, "is_no_data_save": 0,
"is_save_txt": 0, "dpi": 100,
# %%
"color_1d": 'b', "cmap_2d": 'viridis', "cmap_3d": 'rainbow',
"elev": 10, "azim": -65, "alpha": 2,
# %%
"sample": 1, "ticks_num": 7, "is_contourf": 0,
"is_title_on": 1, "is_axes_on": 1, "is_mm": 1,
# %%
"fontsize": 10,
"font": {'family': 'serif',
'style': 'normal', # 'normal', 'italic', 'oblique'
'weight': 'normal',
'color': 'black', # 'black','gray','darkred'
},
# %%
"is_colorbar_on": 1, "is_colorbar_log": 0,
"is_energy": 0,
# %%
"plot_group": "UGa", "is_animated": 1,
"loop": 0, "duration": 0.033, "fps": 5,
# %%
"is_plot_EVV": 1, "is_plot_3d_XYz": 0, "is_plot_selective": 0,
"is_plot_YZ_XZ": 1, "is_plot_3d_XYZ": 0,
# %%
"is_print": 1, "is_contours": 0, "n_TzQ": 1,
"Gz_max_Enhance": 1, "match_mode": 1,
# %% 该程序 独有 -------------------------------
"is_NLA": 1, "is_amp_relative": 1,
# %% 该程序 作为 主入口时 -------------------------------
"kwargs_seq": 0, "root_dir": r'1',
"border_percentage": 0.1, "is_end": -1,
# %%
"size_fig_x_scale": 10, "size_fig_y_scale": 1,
# %%
"theta_z": 90, "phi_z": 0, "phi_c": 24.3,
# KTP 50 度 ：deff 最高： 90, ~, 24.3，（24.3 - 2002, 25.3 - 2000）
# 1994 ：68.8, ~, 90，（68.8 - 2002, 68.9 - 2000）
# KTP 25 度 ：deff 最高： 90, ~, 23.7，（23.7 - 2002, 24.8 - 2000）
# 1994 ：68.8, ~, 90，（68.8 - 2002, 68.7 - 2000）
# LN 25 度 ：90, ~, ~
"polar": "e",
"ray": "3", "polar3": "e",
}
if kwargs.get("ray", "2") == "3": # 如果 is_HOPS >= 1，则 默认 双泵浦 is_twin_pumps == 1
pump2_kwargs = {
"U2_name": "",
"img2_full_name": "lena1.png",
"is_phase_only_2": 0,
# %%
"z_pump2": 0,
"is_LG_2": 0, "is_Gauss_2": 0, "is_OAM_2": 0,
"l2": 0, "p2": 0,
"theta2_x": 0, "theta2_y": 0,
# %%
"is_random_phase_2": 0,
"is_H_l2": 0, "is_H_theta2": 0, "is_H_random_phase_2": 0,
# %%
"w0_2": 0.3,
# %%
"lam2": 1.064, "is_air_pump2": 1, "T2": 25,
"polar2": 'e',
}
pump2_kwargs.update({"pump2_keys": list(pump2_kwargs.keys())})
# Object of type dict_keys is not JSON serializable，所以 得转为 list
kwargs.update(pump2_kwargs)
kwargs = init_GLV_DICT(**kwargs)
compare_SFG_NLA__SSI(**kwargs)
# compare_SFG_NLA__SSI(U_name_Structure="",
# is_phase_only_Structure=0,
# # %%
# z_pump_Structure=0,
# is_LG_Structure=0, is_Gauss_Structure=1, is_OAM_Structure=0,
# l_Structure=0, p_Structure=0,
# theta_x_Structure=0, theta_y_Structure=0,
# # %%
# is_random_phase_Structure=0,
# is_H_l_Structure=0, is_H_theta_Structure=0, is_H_random_phase_Structure=0,
# # %%
# U_name="",
# img_full_name="lena1.png",
# is_phase_only=0,
# # %%
# z_pump=0,
# is_LG=0, is_Gauss=0, is_OAM=0,
# l=0, p=0,
# theta_x=0, theta_y=0,
# # %%
# is_random_phase=0,
# is_H_l=0, is_H_theta=0, is_H_random_phase=0,
# # %%---------------------------------------------------------------------
# # %%
# U_size=0.9, w0=0.3, w0_Structure=0, structure_size_Shrink=0.1,
# L0_Crystal=2.66, z0_structure_frontface_expect=0, deff_structure_length_expect=1,
# sheets_stored_num=10,
# z0_section_1_expect=0, z0_section_2_expect=0,
# X=0, Y=0,
# # %%
# Duty_Cycle_x=0.5, Duty_Cycle_y=0.5, Duty_Cycle_z=0.5,
# structure_xy_mode='x', Depth=2,
# # %%
# is_continuous=0, is_target_far_field=1, is_transverse_xy=0,
# is_reverse_xy=0, is_positive_xy=1,
# # %%
# is_bulk=0, is_no_backgroud=0,
# is_stored=0, is_show_structure_face=0, is_energy_evolution_on=1,
# # %%
# lam1=1.064, is_air_pump=0, is_air=0, T=25,
# deff=30, is_fft=1, fft_mode=0,
# is_sum_Gm=0, mG=0,
# is_linear_convolution=0,
# # %%
# Tx=10, Ty=20, Tz=10,
# mx=1, my=0, mz=1,
# is_stripe=0, is_NLAST=1,
# # %%
# is_save=0, is_save_txt=0, dpi=100,
# # %%
# color_1d='b', cmap_2d='viridis', cmap_3d='rainbow',
# elev=10, azim=-65, alpha=2,
# # %%
# sample=1, ticks_num=6, is_contourf=0,
# is_title_on=1, is_axes_on=1, is_mm=1,
# # %%
# fontsize=9,
# font={'family': 'serif',
# 'style': 'normal', # 'normal', 'italic', 'oblique'
# 'weight': 'normal',
# 'color': 'black', # 'black','gray','darkred'
# },
# # %%
# is_colorbar_on=1, is_energy=1,
# # %%
# plot_group="UGa", is_animated=1,
# loop=0, duration=0.033, fps=5,
# # %%
# is_plot_3d_XYz=0, is_plot_selective=0,
# is_plot_YZ_XZ=1, is_plot_3d_XYZ=0,
# # %%
# is_print=1, is_contours=0, n_TzQ=1,
# Gz_max_Enhance=1, match_mode=1,
# # %%
# is_NLA=1, is_amp_relative=1,
# # %%
# root_dir=r'',
# border_percentage=0.1, is_end=-1,
# size_fig_x_scale=10, size_fig_y_scale=1, )
# 注意 colorbar 上的数量级