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A_3_structure_chi2_Generate_3D.py
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A_3_structure_chi2_Generate_3D.py
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# -*- coding: utf-8 -*-
"""
Created on Sun Dec 26 22:09:04 2021
@author: Xcz
"""
# %%
import numpy as np
from scipy.io import savemat
from fun_global_var import Get, init_GLV_DICT, tree_print
from fun_algorithm import gcd_of_float
from fun_img_Resize import if_image_Add_black_border
from fun_SSI import slice_structure_ssi
from fun_nonlinear import Info_find_contours_SHG
from fun_thread import noop, my_thread
from fun_CGH import structure_chi2_Generate_2D
np.seterr(divide='ignore', invalid='ignore')
# %%
def structure_chi2_3D(U_name="",
img_full_name="Grating.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=1, w0=0.3, structure_size_Shrink=0.1,
deff_structure_length_expect=2,
# %%
Duty_Cycle_x=0.5, Duty_Cycle_y=0.5, Duty_Cycle_z=0.5,
structure_xy_mode='x', Depth=2, ssi_zoomout_times=5,
# %%
is_continuous=1, is_target_far_field=1, is_transverse_xy=0,
is_reverse_xy=0, is_positive_xy=1, is_no_backgroud=1,
is_bulk=1,
# %%
lam1=0.8, is_air_pump_structure=0, is_air=0, T=25,
# %%
Tx=10, Ty=10, Tz="2*lc",
mx=0, my=0, mz=0,
is_stripe=0,
# %%
is_save=0, is_save_txt=0, dpi=100,
# %%
cmap_2d='viridis',
# %%
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=0,
# %%
is_print=1, is_contours=1, n_TzQ=1,
Gz_max_Enhance=1, match_mode=1,
# %%
**kwargs, ):
# %%
# 预处理 导入图片 为方形，并加边框
if_image_Add_black_border(U_name, img_full_name,
__name__ == "__main__", is_print, **kwargs, )
# %%
info = "χ2_3D_生成结构"
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。
# %%
# 提供描边信息，并覆盖值
# 这里 传 deff_structure_length_expect 进去 而不是 z0，是有问题的，导致只有 周期 Tz 能与 NLA_SSI 保持一致，长度并不能，
# 这样若 deff_structure_length_expect < NLA_SSI 中的 z0 则 无法读取到 > deff_structure_length_expect 的 结构，只能手动在 A_to_B_3_NLA_SSI 中设置 deff_structure_length_expect 比 z0 大
# 并不打算改这一点，因为否则的话，需要向这个函数传入一个参数，而这个参数却是之后要引用的函数 NLA_SSI 才能给出的，违反了 因果律
n1_inc, n1, k1_inc, k1, k1_z, n2_inc, n2, k2_inc, k2, k2_z, lam3, n3_inc, n3, k3_inc, k3, k3_z, \
theta3_x, theta3_y, z0_recommend, deff_structure_length_expect, dk, lc, Tz, Gx, Gy, Gz, folder_address, \
size_PerPixel, U_0, g_shift, \
structure, structure_opposite, modulation, modulation_opposite, modulation_squared, modulation_opposite_squared \
= structure_chi2_Generate_2D(U_name,
img_full_name,
is_phase_only,
# %%
z_pump,
is_LG, is_Gauss, is_OAM,
l, p,
theta_x, theta_y,
# %%s
is_random_phase,
is_H_l,
is_H_theta,
is_H_random_phase,
# %%
U_size, w0,
structure_size_Shrink,
Duty_Cycle_x, Duty_Cycle_y,
structure_xy_mode, Depth,
# %%
is_continuous, is_target_far_field,
is_transverse_xy, is_reverse_xy,
is_positive_xy,
0, is_no_backgroud,
# %%
lam1, is_air_pump_structure, is_air, T,
Tx, Ty, Tz,
mx, my, mz,
# %%
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,
# %% --------------------- for Info_find_contours_SHG
deff_structure_length_expect,
is_contours, n_TzQ,
Gz_max_Enhance, match_mode,
# %%
**kwargs, )
if kwargs.get('ray', "2") == "3":
[kwargs.pop(key) for key in kwargs["pump2_keys"]] # 及时清理 kwargs ，尽量 保持 其干净
kwargs.pop("pump2_keys") # 这个有点意思， "pump2_keys" 这个键本身 也会被删除。
# %%
# 定义 调制区域切片厚度 的 纵向实际像素、调制区域切片厚度 的 实际纵向尺寸
# 定义 调制区域 的 纵向实际像素、调制区域 的 实际纵向尺寸
# Tz_Unit
diz, deff_structure_sheet, sheets_num, \
Iz, deff_structure_length, Tz_unit, zj_structure = \
slice_structure_ssi(Duty_Cycle_z, deff_structure_length_expect,
Tz, ssi_zoomout_times, size_PerPixel,
is_print)
# print(sheets_num, len(zj_structure))
# %%
if is_stripe > 0:
from fun_os import U_amp_plot_save
sheets_stored_num = 10
for_th_stored = list(np.int64(np.round(np.linspace(0, sheets_num - 1, sheets_stored_num))))
# print(for_th_stored, sheets_num, len(for_th_stored))
m_list = []
mod_name_list = []
if is_stripe == 2.2:
from fun_CGH import structure_nonrect_chi2_Generate_2D
# if structure_xy_mode == 'x':
# Ix_structure, Iy_structure = sheets_num, Get("Iy")
# elif structure_xy_mode == 'y':
# Ix_structure, Iy_structure = Get("Ix"), sheets_num
# Ix_structure, Iy_structure = sheets_num, Get("Iy")
Ix_structure, Iy_structure = sheets_num, modulation.shape[1] # 以前是 Get("Iy")
modulation_lie_down, folder_address = \
structure_nonrect_chi2_Generate_2D(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,
# %%
Ix_structure, Iy_structure, w0,
Duty_Cycle_x, Duty_Cycle_y, structure_xy_mode, Depth,
# %%
is_continuous, is_target_far_field, is_transverse_xy,
is_reverse_xy, is_positive_xy,
0, is_no_backgroud,
# %%
lam1, is_air_pump_structure, T,
# %%
is_save, is_save_txt, dpi,
# %%
cmap_2d,
# %%
ticks_num, is_contourf,
is_title_on, is_axes_on, is_mm, zj_structure[:-1],
# %%
fontsize, font,
# %%
is_colorbar_on, is_energy,
# %%
**kwargs, )
elif is_stripe == 2 or is_stripe == 2.1: # 躺下 的 插值算法
from fun_CGH import structure_nonrect_chi2_interp2d_2D
modulation_lie_down = structure_nonrect_chi2_interp2d_2D(folder_address, modulation,
sheets_num,
# %%
is_save_txt, dpi,
# %%
cmap_2d,
# %%
ticks_num, is_contourf,
is_title_on, is_axes_on, is_mm, zj_structure[:-1],
# %%
fontsize, font,
# %%
is_colorbar_on,
# %%
**kwargs, )
# print(modulation_lie_down.shape)
# %%
# 逐层 绘制 并 输出 structure
mj = []
border_width_x, border_width_y = Get("border_width_x"), Get("border_width_y")
def fun1(for_th, fors_num, *args, **kwargs, ):
iz = for_th * diz
step_nums_left, step_nums_right, step_nums_total = gcd_of_float(Duty_Cycle_z)[1]
if mz != 0: # 如果 要用 Tz，则如下 分层；
if is_stripe == 0:
# print(iz - iz // Tz_unit * Tz_unit)
# if iz - iz // Tz_unit * Tz_unit < Tz_unit * Duty_Cycle_z: # 如果 左端面 小于 占空比 【减去一个微小量（比如 diz / 10）】，则以 正向畴结构 输出为 该端面结构
if np.mod(for_th, step_nums_total * ssi_zoomout_times) < step_nums_left * ssi_zoomout_times:
m = modulation_squared
mj.append("1")
else: # 如果 左端面 大于等于 占空比，则以 反向畴结构 输出为 该端面结构
m = modulation_opposite_squared
mj.append("-1")
elif is_stripe == 1: # 将 modulation_squared 随着 z 的 增加 而 左右上下（x - y 面内） 滑动
if structure_xy_mode == 'x': # 往右（列） 线性平移 mj[for_th] 像素
mj.append(int(mx * Tx / Tz * iz))
m = np.roll(modulation, mj[-1], axis=1)
elif structure_xy_mode == 'y': # 往下（行） 线性平移 mj[for_th] 像素
mj.append(int(my * Ty / Tz * iz))
m = np.roll(modulation, mj[-1], axis=0)
elif structure_xy_mode == 'xy': # 往右（列） 线性平移 mj[for_th] 像素
mj.append(int(mx * Tx / Tz * iz))
m = np.roll(modulation, mj[-1], axis=1)
m = np.roll(modulation, int(my * Ty / Tz * iz), axis=0)
m = np.pad(m, ((border_width_x, border_width_x), (border_width_y, border_width_y)),
'constant', constant_values=(1 - is_no_backgroud, 1 - is_no_backgroud))
if for_th in for_th_stored:
m_list.append(m)
mod_name_list.append("χ2_" + "tran_shift_" + str(for_th))
elif is_stripe == 2 or is_stripe == 2.1 or is_stripe == 2.2: # 躺下 的 插值算法 & 直接 CGH 算法
# if structure_xy_mode == 'x':
# modulation_squared_new = np.tile(modulation_lie_down[for_th], (Get("Ix"), 1)) # 按行复制 多行，成一个方阵
# elif structure_xy_mode == 'y':
# modulation_squared_new = np.tile(modulation_lie_down[:, for_th], (Get("Iy"), 1)) # 按列复制 多列，成一个方阵
# modulation_squared_new = np.tile(modulation_lie_down[for_th], (Get("Ix"), 1)) # 以前是 Get("Ix")
modulation_new = np.tile(modulation_lie_down[for_th], (modulation.shape[0], 1))
# 按行复制 多行，成一个 与 modulation 尺寸相同 的 矩阵
m = np.pad(modulation_new, ((border_width_x, border_width_x), (border_width_y, border_width_y)),
'constant', constant_values=(1 - is_no_backgroud, 1 - is_no_backgroud))
if for_th in for_th_stored:
m_list.append(m)
mod_name_list.append("χ2_" + "lie_down_" + str(for_th))
modulation_squared_full_name = str(for_th) + (is_save_txt and ".txt" or ".mat")
modulation_squared_address = folder_address + "\\" + modulation_squared_full_name
if is_bulk == 0: # 不用 U_save 也就不储存信息：直接输出；因为这个会大量输出结构，并且信息简单
np.savetxt(modulation_squared_address, m, fmt='%i') if is_save_txt else savemat(
modulation_squared_address, {'chi2_modulation_squared': m})
else: # 如果不用 Tz，则 z 向 无结构，则一直输出 正向畴
m = modulation_squared
mj.append("0")
modulation_squared_full_name = str(for_th) + (is_save_txt and ".txt" or ".mat")
modulation_squared_address = folder_address + "\\" + modulation_squared_full_name
if is_bulk == 0:
np.savetxt(modulation_squared_address, m, fmt='%i') if is_save_txt else savemat(
modulation_squared_address, {'chi2_modulation_squared': m})
my_thread(10, sheets_num,
fun1, noop, noop,
is_ordered=1, is_print=is_print, is_end=1)
# print(len(m_list))
if is_stripe > 0:
for i in range(sheets_stored_num):
U_amp_plot_save(folder_address,
# 因为 要返回的话，太多了；返回一个 又没啥意义，而且 返回了 基本也用不上
m_list[i], mod_name_list[i],
Get("img_name_extension"),
is_save_txt,
# %%
[], 1, size_PerPixel,
0, dpi, Get("size_fig"), # is_save = 1 - is_bulk 改为 不储存，因为 反正 都储存了
# %%
cmap_2d, ticks_num, is_contourf,
is_title_on, is_axes_on, is_mm, 0, # 1, 1 或 0, 0
fontsize, font,
# %%
0, is_colorbar_on, 0,
# %%
suffix="", **kwargs, )
# print(mj)
# print(len(mj))
if __name__ == '__main__':
kwargs = \
{"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": 1, "is_OAM": 1,
"l": 3, "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,
"structure_size_Shrink": 0.1, "structure_size_Shrinker": 0,
"is_U_size_x_structure_side_y": 1,
"deff_structure_length_expect": 1,
# %%
"Duty_Cycle_x": 0.5, "Duty_Cycle_y": 0.5, "Duty_Cycle_z": 0.5,
"structure_xy_mode": 'x', "Depth": 2, "ssi_zoomout_times": 1,
# %%
"is_continuous": 0, "is_target_far_field": 1, "is_transverse_xy": 0,
"is_reverse_xy": 0, "is_positive_xy": 1, "is_no_backgroud": 0,
"is_bulk": 0,
# %%
"lam1": 0.8, "is_air_pump_structure": 1, "is_air": 0, "T": 25,
# %%
"Tx": 30, "Ty": 20, "Tz": 0,
"mx": 1, "my": 1, "mz": 1,
"is_stripe": 1,
# %%
"is_save": 0, "is_no_data_save": 0,
"is_save_txt": 0, "dpi": 100,
# %%
"cmap_2d": 'viridis',
# %%
"ticks_num": 6, "is_contourf": 0,
"is_title_on": 1, "is_axes_on": 1, "is_mm": 1,
# %%
"fontsize": 7,
"font": {'family': 'serif',
'style': 'normal', # 'normal', 'italic', 'oblique'
'weight': 'normal',
'color': 'black', # 'black','gray','darkred'
},
# %%
"is_colorbar_on": 1, "is_energy": 0,
# %%
"is_print": 1, "is_contours": 0, "n_TzQ": 1,
"Gz_max_Enhance": 1, "match_mode": 1,
# %% 该程序 作为 主入口时 -------------------------------
"kwargs_seq": 0, "root_dir": r'1',
"border_percentage": 0.1, "is_end": -1,
# %%
"ray": "2", "polar_structure": "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": "lena.png",
"is_phase_only_2": 0,
# %%
"z_pump2": 0,
"is_LG_2": 0, "is_Gauss_2": 1, "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, "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)
structure_chi2_3D(**kwargs)
# structure_chi2_3D(U_name="",
# img_full_name="Grating.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=1, w0=0.3, structure_size_Shrinker=0.1,
# deff_structure_length_expect=2,
# # %%
# Duty_Cycle_x=0.5, Duty_Cycle_y=0.5, Duty_Cycle_z=0.5,
# structure_xy_mode='x', Depth=2, ssi_zoomout_times=5,
# # %%
# is_continuous=1, is_target_far_field=1, is_transverse_xy=0,
# is_reverse_xy=0, is_positive_xy=1, is_no_backgroud=1,
# # %%
# lam1=0.8, is_air_pump_structure=0, is_air=0, T=25,
# # %%
# Tx=10, Ty=10, Tz="2*lc",
# mx=0, my=0, mz=0,
# is_stripe=0,
# # %%
# is_save=0, is_save_txt=0, dpi=100,
# is_bulk=1,
# # %%
# cmap_2d='viridis',
# # %%
# 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=0,
# # %%
# is_print=1, is_contours=1, n_TzQ=1,
# Gz_max_Enhance=1, match_mode=1,
# # %%
# root_dir=r'',
# border_percentage=0.1, is_end=-1, )