{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "5c8aa3fd",
   "metadata": {},
   "outputs": [],
   "source": [
    "from scipy.io import loadmat as scipy_loadmat\n",
    "from mat73 import loadmat as mat73_loadmat\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4a419040",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['outputs', 'probe', 'object', 'p']"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# fold_slice output\n",
    "f = \"/home/swim/shared/Si_project/Si8V2_full/roi1_Ndp256/MLs_L1_p1_g64_Ndp192_pc1_noModel_Ns23_dz14.6087_reg0.2/Niter1000.mat\"\n",
    "contents = scipy_loadmat(f)\n",
    "print([key for key in contents.keys() if not key.startswith('__')])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "8a7b58b2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "mappingproxy({'reconstruct_ind': (dtype('O'), 0),\n",
       "              'background': (dtype('O'), 8),\n",
       "              'intensity_corr': (dtype('O'), 16),\n",
       "              'probe_fourier_shift': (dtype('O'), 24),\n",
       "              'rotation': (dtype('O'), 32),\n",
       "              'shear': (dtype('O'), 40),\n",
       "              'relative_pixel_scale': (dtype('O'), 48),\n",
       "              'diffraction_deform_matrix': (dtype('O'), 56),\n",
       "              'pixel_size': (dtype('O'), 64),\n",
       "              'Np_p': (dtype('O'), 72),\n",
       "              'probe': (dtype('O'), 80),\n",
       "              'probe_support': (dtype('O'), 88),\n",
       "              'probe_support_fft': (dtype('O'), 96),\n",
       "              'object': (dtype('O'), 104),\n",
       "              'probe_positions_0': (dtype('O'), 112),\n",
       "              'probe_positions': (dtype('O'), 120),\n",
       "              'Np_o': (dtype('O'), 128),\n",
       "              'Npos': (dtype('O'), 136),\n",
       "              'affine_matrix': (dtype('O'), 144),\n",
       "              'noise': (dtype('O'), 152),\n",
       "              'diffraction': (dtype('O'), 160),\n",
       "              'mask': (dtype('O'), 168),\n",
       "              'filename': (dtype('O'), 176),\n",
       "              'path': (dtype('O'), 184),\n",
       "              'z_distance': (dtype('O'), 192),\n",
       "              'lambda': (dtype('O'), 200),\n",
       "              'diff_pattern_blur': (dtype('O'), 208),\n",
       "              'modes': (dtype('O'), 216),\n",
       "              'probe_evolution': (dtype('O'), 224),\n",
       "              'affine_matrix_fit': (dtype('O'), 232),\n",
       "              'fourier_error_out': (dtype('O'), 240),\n",
       "              'fourier_error_dp': (dtype('O'), 248),\n",
       "              'probe_positions_model': (dtype('O'), 256),\n",
       "              'affine_matrix_init': (dtype('O'), 264),\n",
       "              'probe_positions_weight': (dtype('O'), 272),\n",
       "              'detector_rotation': (dtype('O'), 280),\n",
       "              'detector_scale': (dtype('O'), 288),\n",
       "              'asymmetry': (dtype('O'), 296),\n",
       "              'avgTimePerIter': (dtype('O'), 304),\n",
       "              'fourier_error_threshold': (dtype('O'), 312)})"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "contents['outputs'].dtype.fields"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "lemon",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}