BEATS_commissioning_Det_Z_drift.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# BEATS commissioning\n",
    "## Detector table drift\n",
    "Investigate misalignment of Detector table Z-axis\n",
    "\n",
    "______________________________________________________\n",
    "\n",
    "Author:         Gianluca Iori (gianthk.iori@gmail.com)\n",
    "\n",
    "Created on:   17/09/2023\n",
    "\n",
    "Last update:  02/10/2023\n",
    "______________________________________________________\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib\n",
    "import matplotlib.pyplot as plt\n",
    "import scipy as sc\n",
    "from scipy import constants\n",
    "import dxchange\n",
    "# from pandas_ods_reader import read_ods\n",
    "# import h5py"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# plt.style.use('seaborn-v0_8-talk')\n",
    "# plt.style.use('seaborn-v0_8-notebook')\n",
    "# plt.style.use('tableau-colorblind10')\n",
    "# plt.style.use('default')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "font = {'weight' : 'bold',\n",
    "        'size'   : 18}\n",
    "matplotlib.rc('font', **font)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Read SSCAN data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "sample_name = \"DetZ_drift_001.h5\"\n",
    "work_dir = \"/mnt/PETRA/SED/BEATS/IH/scratch/SSCAN\"\n",
    "h5file = work_dir+\"/\"+sample_name\n",
    "\n",
    "output_dir = \"/mnt/PETRA/SED/BEATS/IH/scratch/results/\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:dxchange.reader:Data successfully imported: /mnt/PETRA/SED/BEATS/IH/scratch/SSCAN/DetZ_drift_001.h5\n"
     ]
    }
   ],
   "source": [
    "# data = dxchange.read_hdf5(h5file, \"/entry/data/data\")\n",
    "data = dxchange.read_hdf5(h5file, \"/exchange/data\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(51, 2160, 2560)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Mask the tracked object\n",
    "Flip image up/down"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "data_BW = np.zeros(data.shape, dtype='bool')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "data_BW[:,600:-600,600:-600] = np.flip(data[:,600:-600,600:-600]<24000, axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f29ccbc1690>"
      ]
     },
     "execution_count": 81,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1920x1440 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(data_BW[0,:,:])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get Center of Mass for each detector position"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 134,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "COM_coors = np.zeros([data.shape[0],3], dtype='float')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "from scipy.ndimage import center_of_mass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 135,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "for slice in range(0, data.shape[0]):\n",
    "    COM_coors[slice,[1,0]] = center_of_mass(data_BW[slice,:,:])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 136,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "COM_coors[:,2] = np.arange(55,310,5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "from skimage import filters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "data_BW_edge = np.zeros(data.shape, dtype='bool')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "for slice in range(0, data.shape[0]):\n",
    "    data_BW_edge[slice,:,:] = filters.sobel(data_BW[slice, :, :])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 137,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x7f29df078110>]"
      ]
     },
     "execution_count": 137,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1920x1440 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(data_BW_edge.astype('float').sum(axis=0), origin='lower')\n",
    "plt.plot(COM_coors[1:,0], COM_coors[1:,1], 'r.')\n",
    "plt.plot(COM_coors[0,0], COM_coors[0,1], 'rx')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "### Convert to millimeters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 138,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "COM_coors_mm = COM_coors.copy()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 139,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "pixelsize = 0.0031 # [mm]\n",
    "COM_coors_mm[:,[0,1]] = COM_coors_mm[:,[0,1]]*pixelsize"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 140,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "COM_coors_mm[:,[0,1]] = COM_coors_mm[:,[0,1]]-COM_coors_mm[0,[0,1]]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 141,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Start:\n",
      "    X:  0.0\n",
      "    Y:  0.0\n",
      "    Z:  55.0\n",
      "End:\n",
      "    X:  -0.23494769069549992\n",
      "    Y:  0.1973468472521911\n",
      "    Z:  305.0\n"
     ]
    }
   ],
   "source": [
    "print('Start:')\n",
    "print('    X: ', COM_coors_mm[0, 0])\n",
    "print('    Y: ', COM_coors_mm[0, 1])\n",
    "print('    Z: ', COM_coors_mm[0, 2])\n",
    "print('End:')\n",
    "print('    X: ', COM_coors_mm[-1, 0])\n",
    "print('    Y: ', COM_coors_mm[-1, 1])\n",
    "print('    Z: ', COM_coors_mm[-1, 2])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3D fit\n",
    "See here: https://stackoverflow.com/questions/2298390/fitting-a-line-in-3d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 142,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "datamean = COM_coors_mm.mean(axis=0)\n",
    "\n",
    "# Do an SVD on the mean-centered data.\n",
    "uu, dd, vv = np.linalg.svd(COM_coors_mm - datamean)\n",
    "\n",
    "# Now vv[0] contains the first principal component, i.e. the direction\n",
    "# vector of the 'best fit' line in the least squares sense."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 143,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[-9.41264326e-04  7.93378465e-04  9.99999242e-01]\n"
     ]
    }
   ],
   "source": [
    "print(vv[0])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "### Now generate some points along this best fit line, for plotting."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 144,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# use -7, 7 since the spread of the data is roughly 14\n",
    "# and we want it to have mean 0 (like the points we did\n",
    "# the svd on). Also, it's a straight line, so we only need 2 points.\n",
    "linepts = vv[0] * np.mgrid[-150:150:2j][:, np.newaxis]\n",
    "\n",
    "# shift by the mean to get the line in the right place\n",
    "linepts += datamean"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 145,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/beats/.conda/envs/tomopy-source/lib/python3.7/site-packages/ipykernel_launcher.py:6: MatplotlibDeprecationWarning: Axes3D(fig) adding itself to the figure is deprecated since 3.4. Pass the keyword argument auto_add_to_figure=False and use fig.add_axes(ax) to suppress this warning. The default value of auto_add_to_figure will change to False in mpl3.5 and True values will no longer work in 3.6.  This is consistent with other Axes classes.\n",
      "  \n"
     ]
    },
    {
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      "text/plain": [
       "<Figure size 1920x1440 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Verify that everything looks right.\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import mpl_toolkits.mplot3d as m3d\n",
    "\n",
    "ax = m3d.Axes3D(plt.figure())\n",
    "ax.scatter3D(*COM_coors_mm.T)\n",
    "ax.plot3D(*linepts.T)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "### Try to straighten the detector line"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 146,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "COM_coors_mm_straight = np.zeros(COM_coors_mm.shape, dtype='float')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 147,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "COM_coors_mm_straight[:,0] = COM_coors_mm[:,2]*vv[0,0]\n",
    "COM_coors_mm_straight[:,1] = COM_coors_mm[:,2]*vv[0,1]\n",
    "COM_coors_mm_straight[:,2] = COM_coors_mm[:,2]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 148,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Start:\n",
      "    X:  -0.05176953794973312\n",
      "    Y:  0.0436358155805227\n",
      "    Z:  55.0\n",
      "End:\n",
      "    X:  -0.2870856195394291\n",
      "    Y:  0.2419804318556259\n",
      "    Z:  305.0\n"
     ]
    }
   ],
   "source": [
    "print('Start:')\n",
    "print('    X: ', COM_coors_mm_straight[0, 0])\n",
    "print('    Y: ', COM_coors_mm_straight[0, 1])\n",
    "print('    Z: ', COM_coors_mm_straight[0, 2])\n",
    "print('End:')\n",
    "print('    X: ', COM_coors_mm_straight[-1, 0])\n",
    "print('    Y: ', COM_coors_mm_straight[-1, 1])\n",
    "print('    Z: ', COM_coors_mm_straight[-1, 2])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 151,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[ 0.00000000e+00,  0.00000000e+00,  5.50000000e+01],\n",
       "       [ 5.37086006e-04, -8.40043414e-05,  5.50000000e+01],\n",
       "       [ 3.14842196e-04, -3.73359952e-04,  5.50000000e+01],\n",
       "       [-2.14574054e-05, -6.23040781e-04,  5.50000000e+01],\n",
       "       [-2.03739035e-04, -8.61994959e-04,  5.50000000e+01],\n",
       "       [-5.44389411e-04, -1.07707988e-03,  5.50000000e+01],\n",
       "       [-6.23111547e-04, -1.29532842e-03,  5.50000000e+01],\n",
       "       [-1.10924106e-03, -1.29764582e-03,  5.50000000e+01],\n",
       "       [-1.16685432e-03, -1.49868539e-03,  5.50000000e+01],\n",
       "       [-1.39904918e-03, -1.45639994e-03,  5.50000000e+01],\n",
       "       [-1.59455466e-03, -1.56593073e-03,  5.50000000e+01],\n",
       "       [-1.64308902e-03, -1.38433807e-03,  5.50000000e+01],\n",
       "       [-1.69308001e-03, -1.20030327e-03,  5.50000000e+01],\n",
       "       [-1.74072241e-03, -1.08055813e-03,  5.50000000e+01],\n",
       "       [-1.82825604e-03, -8.01087938e-04,  5.50000000e+01],\n",
       "       [-1.80692485e-03, -7.36855785e-04,  5.50000000e+01],\n",
       "       [-1.94709177e-03, -7.14876997e-04,  5.50000000e+01],\n",
       "       [-1.63051105e-03, -7.71284546e-04,  5.50000000e+01],\n",
       "       [-2.01984325e-03, -6.68709479e-04,  5.50000000e+01],\n",
       "       [-1.94746932e-03, -7.97959750e-04,  5.50000000e+01],\n",
       "       [-2.10605737e-03, -1.06975087e-03,  5.50000000e+01],\n",
       "       [-2.21415683e-03, -1.16732586e-03,  5.50000000e+01],\n",
       "       [-2.27039136e-03, -1.20255083e-03,  5.50000000e+01],\n",
       "       [-2.39772944e-03, -1.45153198e-03,  5.50000000e+01],\n",
       "       [-2.35954640e-03, -1.46494538e-03,  5.50000000e+01],\n",
       "       [-2.44595166e-03, -1.45643826e-03,  5.50000000e+01],\n",
       "       [-2.53516483e-03, -1.14774664e-03,  5.50000000e+01],\n",
       "       [-2.30418816e-03, -1.18736892e-03,  5.50000000e+01],\n",
       "       [-2.43531859e-03, -9.90391319e-04,  5.50000000e+01],\n",
       "       [-2.26578291e-03, -7.12348343e-04,  5.50000000e+01],\n",
       "       [-2.31930840e-03, -5.15495698e-04,  5.50000000e+01],\n",
       "       [-1.93033988e-03, -5.63439848e-04,  5.50000000e+01],\n",
       "       [-2.01764580e-03, -4.25685018e-04,  5.50000000e+01],\n",
       "       [-1.79068780e-03, -3.42884823e-04,  5.50000000e+01],\n",
       "       [-1.64411890e-03, -4.01179729e-04,  5.50000000e+01],\n",
       "       [-1.56867586e-03, -4.80568580e-04,  5.50000000e+01],\n",
       "       [-1.49020225e-03, -8.53791186e-04,  5.50000000e+01],\n",
       "       [-1.39354069e-03, -7.69111301e-04,  5.50000000e+01],\n",
       "       [-1.32953887e-03, -9.02017869e-04,  5.50000000e+01],\n",
       "       [-1.29657591e-03, -1.23388835e-03,  5.50000000e+01],\n",
       "       [-1.24779465e-03, -1.31060565e-03,  5.50000000e+01],\n",
       "       [-1.20022700e-03, -1.20604524e-03,  5.50000000e+01],\n",
       "       [-1.14197243e-03, -1.15838262e-03,  5.50000000e+01],\n",
       "       [-9.76466199e-04, -1.16535098e-03,  5.50000000e+01],\n",
       "       [-8.42036649e-04, -1.10230993e-03,  5.50000000e+01],\n",
       "       [-5.50422936e-04, -1.00981789e-03,  5.50000000e+01],\n",
       "       [-5.91415940e-04, -8.64787716e-04,  5.50000000e+01],\n",
       "       [-3.45798187e-04, -7.58696097e-04,  5.50000000e+01],\n",
       "       [-1.14915357e-04, -6.03597817e-04,  5.50000000e+01],\n",
       "       [ 9.31198986e-05, -7.02132653e-04,  5.50000000e+01],\n",
       "       [ 3.68390894e-04, -9.97769023e-04,  5.50000000e+01]])"
      ]
     },
     "execution_count": 151,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "COM_coors_mm-(COM_coors_mm_straight-COM_coors_mm_straight[0,:])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 152,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[-9.41264326e-04  7.93378465e-04  9.99999242e-01]\n"
     ]
    }
   ],
   "source": [
    "print(vv[0])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "### Example with a set of Det coordinates:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 154,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Det_X = 254.\n",
    "Det_Y = 56.\n",
    "Det_Z = 55."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 153,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "delta_Z = 250 # tweek + Det_Z"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 162,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "delta_X = vv[0,0]*delta_Z\n",
    "delta_Y = vv[0,1]*delta_Z"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 163,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Det_X_cor = Det_X + delta_X\n",
    "Det_Y_cor = Det_Y + delta_Y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 164,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Det_X_cor:  253.7646839184103\n",
      "Det_Y_cor:  56.1983446162751\n"
     ]
    }
   ],
   "source": [
    "print('Det_X_cor: ', Det_X_cor)\n",
    "print('Det_Y_cor: ', Det_Y_cor)"
   ]
  }
 ],
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