{ "cells": [ { "cell_type": "markdown", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "# Calibration of the pixel position for a Pilatus detector\n", "\n", "This tutorial summarizes the work done by Frederic Sulzman during his internship at ESRF during the summer 2015 entilted \"Calibration for geometric distortion in multi-\n", "modules pixel detectors\".\n", "\n", "The overall strategy is very similar to \"CCD calibration\" tutorial with some specificities due to the modular nature of the detector.\n", "\n", "0. Image preprocessing\n", "1. Peak picking\n", "2. Grid assignment\n", "3. Displacement fitting\n", "4. Reconstruction of the pixel position\n", "5. Saving into a detector definition file\n", "6. Validation of the geometry with a 2D integration\n", "\n", "Each module being made by lithographic processes, the error within a module will be assumeed to be constant. We will use the name \"displacement of the module\" to describe the rigide movement of the module.\n", "\n", "This tutorial uses data from the Pilatus3 2M CdTe from the ID15 beam line of the ESRF. \n", "They provided not only the intersnip subject but also the couple of images uses to calibrate the detector.\n", "\n", "This detector contains 48 half-modules, each bound to a single CdTe monocrystal sensor and is designed for high energy X-ray radiation detection. \n", "Due to the construction procedure, these half-modules could show a misalignment within the detector\n", "plane. \n", "While the manufacturer (Dectris) garanties a precision within a pixel (172µm), the miss-alignment of certain modules can be seen while calibrating Debye-Scherrer ring using refereance sample. \n", "So the aim of this work is to provide a detector description with a better precision better than the original detector.\n", "\n", "This work will be performed on the image of a grid available:\n", "http://www.silx.org/pub/pyFAI/detector_calibration/Pilatus2MCdTe_ID15_grid_plus_sample_0004.cbf\n", "and the scattering of ceria (CeO2) at 72.1keV available here.\n", "http://www.silx.org/pub/pyFAI/detector_calibration/Pilatus2MCdTe_ID15_CeO2_72100eV_800mm_0000.cbf\n", "\n", "It is a good exercise to calibrate all rings of the later image using the *pyFAI-calib2* tool. \n", "A calibration close to perfection is needed to visualize the module miss-alignement we aim at correcting." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using pyFAI verison: 2025.3.0\n" ] } ], "source": [ "%matplotlib inline \n", "#For documentation purpose, `inline` is used to enforce the storage of the image in the notebook\n", "#matplotlib widget\n", "#many imports which will be used all along the notebook\n", "import time\n", "start_time = time.perf_counter()\n", "import os\n", "import pyFAI\n", "import fabio\n", "import glob\n", "import numpy\n", "from numpy.lib.stride_tricks import as_strided\n", "from math import sin, cos, sqrt\n", "from scipy.ndimage import convolve, binary_dilation\n", "from scipy.spatial import distance_matrix\n", "from scipy.optimize import minimize\n", "from matplotlib.pyplot import subplots\n", "from pyFAI.ext.bilinear import Bilinear\n", "from pyFAI.ext.watershed import InverseWatershed\n", "from silx.resources import ExternalResources\n", "from pyFAI.integrator.azimuthal import AzimuthalIntegrator\n", "\n", "# A couple of compound dtypes ...\n", "dt = numpy.dtype([('y', numpy.float64),\n", " ('x', numpy.float64),\n", " ('i', numpy.int64),\n", " ])\n", "dl = numpy.dtype([('y', numpy.float64),\n", " ('x', numpy.float64),\n", " ('i', numpy.int64),\n", " ('Y', numpy.int64),\n", " ('X', numpy.int64),\n", " ])\n", "\n", "print(\"Using pyFAI verison: \", pyFAI.version)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "#Nota: Configure here your proxy if you are behind a firewall\n", "#os.environ[\"http_proxy\"] = \"http://proxy.comany.com:3128\"" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/tmp/detector_calibration_testdata_jerome/Pilatus2MCdTe_ID15_CeO2_72100eV_800mm_0000.cbf\n", "/tmp/detector_calibration_testdata_jerome/Pilatus2MCdTe_ID15_grid_plus_sample_0004.cbf\n" ] } ], "source": [ "downloader = ExternalResources(\"detector_calibration\", \"http://www.silx.org/pub/pyFAI/detector_calibration/\")\n", "ring_file = downloader.getfile(\"Pilatus2MCdTe_ID15_CeO2_72100eV_800mm_0000.cbf\")\n", "print(ring_file)\n", "grid_file = downloader.getfile(\"Pilatus2MCdTe_ID15_grid_plus_sample_0004.cbf\")\n", "print(grid_file)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rings = fabio.open(ring_file).data\n", "img = fabio.open(grid_file).data\n", "fig,ax = subplots(1,2, figsize=(10,5))\n", "ax[0].imshow(img.clip(0,1000), interpolation=\"bilinear\")\n", "ax[0].set_title(\"grid\")\n", "ax[1].imshow(numpy.arcsinh(rings), interpolation=\"bilinear\")\n", "ax[1].set_title(\"rings\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Image processing\n", "\n", "There are 3 pre-processing steps which are needed.\n", "\n", "1. Define for each module a unique identifier which will be used later on during the fitting procedure\n", "2. Define the proper mask: each module is the assembly of 4x2 sub-modules and there are (3) interpolated pixels between each sub-module, such \"unreliable pixels should be masked out as well\n", "3. Correct the grid image by the smoothed image to have a constant background.\n", "4. Convolve the raw image with a typical hole shape to allow a precise spotting of the hole center.\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Detector Pilatus CdTe 2M\t PixelSize= 172µm, 172µm\t BottomRight (3)\n" ] } ], "source": [ "# This is the default detector as definied in pyFAI according to the specification provided by Dectris:\n", "pilatus = pyFAI.detector_factory(\"Pilatus_2m_CdTe\")\n", "print(pilatus)\n", "\n", "mask1 = pilatus.mask\n", "module_size = pilatus.MODULE_SIZE\n", "module_gap = pilatus.MODULE_GAP\n", "submodule_size = (96,60)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "#1 + 2 Calculation of the module_id and the interpolated-mask:\n", "mid = numpy.zeros(pilatus.shape, dtype=int)\n", "mask2 = numpy.zeros(pilatus.shape, dtype=int)\n", "idx = 1\n", "for i in range(8):\n", " y_start = i*(module_gap[0] + module_size[0])\n", " y_stop = y_start + module_size[0]\n", " for j in range(3):\n", " x_start = j*(module_gap[1] + module_size[1])\n", " x_stop = x_start + module_size[1]\n", " mid[y_start:y_stop,x_start: x_start+module_size[1]//2] = idx\n", " idx+=1\n", " mid[y_start:y_stop,x_start+module_size[1]//2: x_stop] = idx\n", " idx+=1\n", " mask2[y_start+submodule_size[0]-1:y_start+submodule_size[0]+2,\n", " x_start:x_stop] = 1\n", " for k in range(1,8):\n", " mask2[y_start:y_stop,\n", " x_start+k*(submodule_size[1]+1)-1:x_start+k*(submodule_size[1]+1)+2] = 1" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "#Extra masking\n", "mask0 = img<0\n", "#Those pixel are miss-behaving... they are the hot pixels next to the beam-stop\n", "mask0[915:922,793:800] = 1\n", "mask0[817:820,747:750] = 1" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax = subplots(1,3, figsize=(10,4))\n", "ax[0].imshow(mid, interpolation=\"bilinear\")\n", "ax[0].set_title(\"Module Id\")\n", "\n", "ax[1].imshow(mask2+mask1+mask0, interpolation=\"bilinear\")\n", "ax[1].set_title(\"Combined mask\")\n", "\n", "nimg = img.astype(float)\n", "nimg[numpy.where(mask0+mask1+mask2)] = numpy.nan\n", "\n", "\n", "ax[2].imshow(nimg)#, interpolation=\"bilinear\")\n", "ax[2].set_title(\"Nan masked image\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "# The Nan-masked image contains now only valid values (and Nan elsewhere). We will make a large median filter to \n", "# build up a smooth image without gaps.\n", "#\n", "# This function is backported from future version of numpy ... it allows to expose a winbowed view \n", "# to perform the nanmedian-filter\n", "\n", "def sliding_window_view(x, shape, subok=False, readonly=True):\n", " \"\"\"\n", " Creates sliding window views of the N dimensional array with the given window\n", " shape. Window slides across each dimension of `x` and extract subsets of `x`\n", " at any window position.\n", " Parameters\n", " ----------\n", " x : array_like\n", " Array to create sliding window views of.\n", " shape : sequence of int\n", " The shape of the window. Must have same length as the number of input array dimensions.\n", " subok : bool, optional\n", " If True, then sub-classes will be passed-through, otherwise the returned\n", " array will be forced to be a base-class array (default).\n", " readonly : bool, optional\n", " If set to True, the returned array will always be readonly view.\n", " Otherwise it will return writable copies(see Notes).\n", " Returns\n", " -------\n", " view : ndarray\n", " Sliding window views (or copies) of `x`. view.shape = x.shape - shape + 1\n", " See also\n", " --------\n", " as_strided: Create a view into the array with the given shape and strides.\n", " broadcast_to: broadcast an array to a given shape.\n", " Notes\n", " -----\n", " ``sliding_window_view`` create sliding window views of the N dimensions array\n", " with the given window shape and its implementation based on ``as_strided``.\n", " Please note that if readonly set to True, views are returned, not copies\n", " of array. In this case, write operations could be unpredictable, so the returned\n", " views are readonly. Bear in mind that returned copies (readonly=False) will\n", " take more memory than the original array, due to overlapping windows.\n", " For some cases there may be more efficient approaches to calculate transformations\n", " across multi-dimensional arrays, for instance `scipy.signal.fftconvolve`, where combining\n", " the iterating step with the calculation itself while storing partial results can result\n", " in significant speedups.\n", " Examples\n", " --------\n", " >>> i, j = np.ogrid[:3,:4]\n", " >>> x = 10*i + j\n", " >>> shape = (2,2)\n", " >>> np.lib.stride_tricks.sliding_window_view(x, shape)\n", " array([[[[ 0, 1],\n", " [10, 11]],\n", " [[ 1, 2],\n", " [11, 12]],\n", " [[ 2, 3],\n", " [12, 13]]],\n", " [[[10, 11],\n", " [20, 21]],\n", " [[11, 12],\n", " [21, 22]],\n", " [[12, 13],\n", " [22, 23]]]])\n", " \"\"\"\n", " np = numpy\n", " # first convert input to array, possibly keeping subclass\n", " x = np.array(x, copy=False, subok=subok)\n", "\n", " try:\n", " shape = np.array(shape, dtype=np.int64)\n", " except:\n", " raise TypeError('`shape` must be a sequence of integer')\n", " else:\n", " if shape.ndim > 1:\n", " raise ValueError('`shape` must be one-dimensional sequence of integer')\n", " if len(x.shape) != len(shape):\n", " raise ValueError(\"`shape` length doesn't match with input array dimensions\")\n", " if np.any(shape <= 0):\n", " raise ValueError('`shape` cannot contain non-positive value')\n", "\n", " o = np.array(x.shape) - shape + 1 # output shape\n", " if np.any(o <= 0):\n", " raise ValueError('window shape cannot larger than input array shape')\n", "\n", " if type(readonly) != bool:\n", " raise TypeError('readonly must be a boolean')\n", "\n", " strides = x.strides\n", " view_strides = strides\n", "\n", " view_shape = np.concatenate((o, shape), axis=0)\n", " view_strides = np.concatenate((view_strides, strides), axis=0)\n", " view = as_strided(x, view_shape, view_strides, subok=subok, writeable=not readonly)\n", "\n", " if not readonly:\n", " return view.copy()\n", " else:\n", " return view" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(1679, 1475)\n", "(1697, 1485)\n", "(1679, 1475)\n", "CPU times: user 13.4 s, sys: 12.4 s, total: 25.8 s\n", "Wall time: 26 s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time \n", "#Calculate a background image using a large median filter ... takes a while\n", "shape = (19,11)\n", "print(nimg.shape)\n", "padded = numpy.pad(nimg, tuple((i//2,) for i in shape), mode=\"edge\")\n", "print(padded.shape)\n", "background = numpy.nanmedian(sliding_window_view(padded, shape), axis = (-2,-1))\n", "print(background.shape)\n", "fig,ax = subplots()\n", "ax.imshow(background)\n", "ax.set_title(\"Background image\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.0 17.728813559322035\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax = subplots(1,2, figsize=(9,5))\n", "\n", "normalized = (nimg/background)\n", "\n", "low = numpy.nanmin(normalized)\n", "high = numpy.nanmax(normalized)\n", "print(low, high)\n", "normalized[numpy.isnan(normalized)] = 0\n", "normalized /= high\n", "\n", "ax[0].imshow(normalized)\n", "ax[0].set_title(\"Normalized image\")\n", "\n", "ax[1].hist(normalized.ravel(), 100, range=(0,1))\n", "ax[1].set_title(\"Histogram of intensities in normalized image\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For a precise measurement of the peak position, one trick is to convolve the image with a pattern which looks like a hole of the grid.\n" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#print the profile of the normalized image: the center is difficult to measure due to the small size of the hole.\n", "fig,ax = subplots(2)\n", "ax[0].plot(normalized[:,545])\n", "ax[1].plot(normalized[536,:])\n", "pass" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "19.63857792789662\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Definition of the convolution kernel\n", "ksize = 5\n", "y,x = numpy.ogrid[-(ksize-1)//2:ksize//2+1,-(ksize-1)//2:ksize//2+1]\n", "d = numpy.sqrt(y*y+x*x)\n", "\n", "#Fade out curve definition\n", "fadeout = lambda x: 1/(1+numpy.exp(5*(x-2.5)))\n", "\n", "kernel = fadeout(d)\n", "mini=kernel.sum()\n", "print(mini)\n", "\n", "fig,ax = subplots(1,3)\n", "ax[0].imshow(d)\n", "ax[0].set_title(\"Distance array\")\n", "\n", "ax[1].plot(numpy.linspace(0,5,100),fadeout(numpy.linspace(0,5,100)))\n", "ax[1].set_title(\"fade-out curve\")\n", "\n", "ax[2].imshow(kernel)\n", "ax[2].set_title(\"Convolution kernel\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(1679, 1475)\n" ] }, { "data": { "text/plain": [ "(array([1065]), array([338]))" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "my_smooth = convolve(normalized, kernel, mode=\"constant\", cval=0)/mini\n", "print(my_smooth.shape)\n", "fig,ax = subplots(1,2)\n", "ax[0].imshow(normalized.clip(0,1))\n", "ax[0].set_ylim(1050,1100)\n", "ax[0].set_xlim(300,350)\n", "ax[1].imshow(my_smooth.clip(0,1))\n", "ax[1].set_ylim(1050,1100)\n", "ax[1].set_xlim(300,350)\n", "numpy.where(my_smooth == my_smooth.max())" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "335009\n", "782371\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#mask out all pixels too close to any masked position\n", "\n", "all_masks = numpy.logical_or(numpy.logical_or(mask0,mask1),mask2)\n", "print(all_masks.sum())\n", "big_mask = binary_dilation(all_masks, iterations=ksize//2+1+1)\n", "print(big_mask.sum())\n", "smooth2 = my_smooth.copy()\n", "smooth2[big_mask] = 0\n", "fig,ax = subplots()\n", "ax.imshow(smooth2)\n", "pass" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Display the profile of the smoothed image: the center is easy to measure thanks to the smoothness of the signal\n", "fig,ax = subplots(2)\n", "ax[0].plot(my_smooth[:,545])\n", "ax[1].plot(my_smooth[536,:])\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Peak picking\n", "\n", "We use the watershed module from *pyFAI* to retrieve all peak positions.\n", "Those regions are sieved out respectively for:\n", "\n", "* their size, it should be larger than the kernel itself\n", "* the peaks too close to masked regions are removed\n", "* the intensity of the peak\n", "\n" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of region segmented: 82126\n", "Number of large enough regions : 41333\n" ] } ], "source": [ "iw = InverseWatershed(my_smooth)\n", "iw.init()\n", "iw.merge_singleton()\n", "all_regions = set(iw.regions.values())\n", "\n", "regions = [i for i in all_regions if i.size>mini]\n", "\n", "print(\"Number of region segmented: %s\"%len(all_regions))\n", "print(\"Number of large enough regions : %s\"%len(regions))" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of peaks not on masked areea : 30001\n" ] } ], "source": [ "#Remove peaks on masked region\n", "sieved_region = [i for i in regions if not big_mask[(i.index//nimg.shape[-1], i.index%nimg.shape[-1])]]\n", "print(\"Number of peaks not on masked areea : %s\"%len(sieved_region))" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Histogram of peak height:\n", "s = numpy.array([i.maxi for i in sieved_region])\n", "\n", "fig, ax = subplots()\n", "ax.hist(s, 100)\n", "pass" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of remaining peaks with I>0.1: 2075\n" ] } ], "source": [ "#sieve-out for peak intensity\n", "int_mini = 0.1\n", "peaks = [(i.index//nimg.shape[-1], i.index%nimg.shape[-1]) for i in sieved_region if (i.maxi)>int_mini]\n", "print(\"Number of remaining peaks with I>%s: %s\"%(int_mini, len(peaks)))\n", "\n", "peaks_raw = numpy.array(peaks)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Refined peak coordinate:\n", "[(977.5617643892765, 396.8812799304724), (7.186804354190826, 16.41273033618927), (7.231230393052101, 45.745011150836945), (7.290591448545456, 75.19019249081612), (7.198769122362137, 104.56766724586487), (7.283639132976532, 134.01557774748653), (7.254908889532089, 163.38282072544098), (7.367172479629517, 192.76562055945396), (7.374693810939789, 222.16684445738792), (7.149507150053978, 251.44537195563316)]\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Finally the peak positions are interpolated using a second order taylor expansion \n", "# in thevinicy of the maximum value of the signal:\n", "\n", "#Create bilinear interpolator\n", "bl = Bilinear(my_smooth)\n", "\n", "#Overlay raw peak coordinate and refined peak positions\n", "\n", "ref_peaks = [bl.local_maxi(p) for p in peaks]\n", "fig, ax = subplots()\n", "ax.imshow(img.clip(0,1000), interpolation=\"nearest\")\n", "peaks_ref = numpy.array(ref_peaks)\n", "ax.plot(peaks_raw[:,1], peaks_raw[:, 0], \".r\")\n", "ax.plot(peaks_ref[:,1],peaks_ref[:, 0], \".b\")\n", "ax.set_title(\"Extracted peak position (red: raw, blue: refined)\")\n", "print(\"Refined peak coordinate:\")\n", "print(ref_peaks[:10])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "At this stage we have about 2000 peaks (with sub-pixel precision) which are visually distributed on all modules.\n", "Some modules have their peaks located along sub-module boundaries which are masked out, hence they have fewer ontrol point for the calculation.\n", "Let's assign each peak to a module identifier. This allows to print out the number of peaks per module:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of keypoint per module:\n", "Module id: 1 cp: 48\n", "Module id: 2 cp: 30\n", "Module id: 3 cp: 48\n", "Module id: 4 cp: 46\n", "Module id: 5 cp: 42\n", "Module id: 6 cp: 47\n", "Module id: 7 cp: 47\n", "Module id: 8 cp: 30\n", "Module id: 9 cp: 48\n", "Module id: 10 cp: 48\n", "Module id: 11 cp: 41\n", "Module id: 12 cp: 39\n", "Module id: 13 cp: 48\n", "Module id: 14 cp: 30\n", "Module id: 15 cp: 47\n", "Module id: 16 cp: 48\n", "Module id: 17 cp: 42\n", "Module id: 18 cp: 48\n", "Module id: 19 cp: 47\n", "Module id: 20 cp: 30\n", "Module id: 21 cp: 48\n", "Module id: 22 cp: 47\n", "Module id: 23 cp: 42\n", "Module id: 24 cp: 47\n", "Module id: 25 cp: 48\n", "Module id: 26 cp: 30\n", "Module id: 27 cp: 48\n", "Module id: 28 cp: 47\n", "Module id: 29 cp: 41\n", "Module id: 30 cp: 50\n", "Module id: 31 cp: 46\n", "Module id: 32 cp: 30\n", "Module id: 33 cp: 48\n", "Module id: 34 cp: 42\n", "Module id: 35 cp: 47\n", "Module id: 36 cp: 48\n", "Module id: 37 cp: 48\n", "Module id: 38 cp: 28\n", "Module id: 39 cp: 48\n", "Module id: 40 cp: 42\n", "Module id: 41 cp: 44\n", "Module id: 42 cp: 48\n", "Module id: 43 cp: 47\n", "Module id: 44 cp: 26\n", "Module id: 45 cp: 46\n", "Module id: 46 cp: 42\n", "Module id: 47 cp: 45\n", "Module id: 48 cp: 48\n" ] } ], "source": [ "yxi = numpy.array([i+(mid[round(i[0]),round(i[1])],) \n", " for i in ref_peaks], dtype=dt)\n", "print(\"Number of keypoint per module:\")\n", "for i in range(1,mid.max()+1):\n", " print(\"Module id:\",i, \"cp:\", (yxi[:][\"i\"] == i).sum())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Grid assignment\n", "\n", "The calibration is performed using a regular grid, the idea is to assign to each peak of coordinates (x,y) the integer value (X, Y) which correspond to the grid corrdinate system. \n", "\n", "The first step is to measure the grid pitch which correspond to the distance (in pixels) from one peak to the next. This is easily obtained from a pair-wise distribution function." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# pairwise distance calculation using scipy.spatial.distance_matrix\n", "\n", "dist = distance_matrix(peaks_ref, peaks_ref)\n", "\n", "fig, ax = subplots()\n", "ax.hist(dist.ravel(), 100, range=(0,100))\n", "ax.set_title(\"Pair-wise distribution function\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The histogram of the pair-distribution function has a first peak at 0 and the second peak between 29 and 30. \n", "Let's start the fit with this value\n", "\n", "Two other parameters correspond to the offset, in pixel for the grid index (X,Y) = (0,0). \n", "The easiest is to measure the smallest *x* and *y* for the first module." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "offset for the first peak: 16.269793540239334 7.186804354190826\n" ] } ], "source": [ "#from pair-wise distribution histogram\n", "step = 29 \n", "#work with the first module and fit the peak positions\n", "first = yxi[yxi[:][\"i\"] == 1]\n", "y_min = first[:][\"y\"].min()\n", "x_min = first[:][\"x\"].min()\n", "print(\"offset for the first peak: \", x_min, y_min)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The grid looks very well aligned with the axes which makes this step easier but nothing garanties it is perfect, so the rotation of the grid has to be measured as well.\n", "\n", "The default rotation will be zero and will be fitted later on.\n", "\n", "Once the indexes *X,Y* determined for eack peak, one can fit the parameter to properly align the grid with the first module. Those 4 parameters are *step-size, x_min, y_min* and *angle*" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "peak id: 0 (7.186804354190826, 16.41273033618927, 1) Y:0 (Δ=0.000) X:0 (Δ=0.005)\n", "peak id: 1 (7.231230393052101, 45.745011150836945, 1) Y:0 (Δ=0.002) X:1 (Δ=0.016)\n", "peak id: 2 (7.290591448545456, 75.19019249081612, 1) Y:0 (Δ=0.004) X:2 (Δ=0.032)\n", "peak id: 3 (7.198769122362137, 104.56766724586487, 1) Y:0 (Δ=0.000) X:3 (Δ=0.045)\n", "peak id: 4 (7.283639132976532, 134.01557774748653, 1) Y:0 (Δ=0.003) X:4 (Δ=0.060)\n", "peak id: 5 (7.254908889532089, 163.38282072544098, 1) Y:0 (Δ=0.002) X:5 (Δ=0.073)\n", "peak id: 6 (7.367172479629517, 192.76562055945396, 1) Y:0 (Δ=0.006) X:6 (Δ=0.086)\n", "peak id: 7 (7.374693810939789, 222.16684445738792, 1) Y:0 (Δ=0.006) X:7 (Δ=0.100)\n", "peak id: 8 (36.49696946144104, 16.50531429052353, 1) Y:1 (Δ=0.011) X:0 (Δ=0.008)\n", "peak id: 9 (36.54493173956871, 45.66864573955536, 1) Y:1 (Δ=0.012) X:1 (Δ=0.014)\n", "peak id: 10 (36.57917180657387, 75.22501930594444, 1) Y:1 (Δ=0.014) X:2 (Δ=0.033)\n", "peak id: 11 (36.485214710235596, 104.38776880502701, 1) Y:1 (Δ=0.010) X:3 (Δ=0.039)\n", "peak id: 12 (36.59589970111847, 133.8930837586522, 1) Y:1 (Δ=0.014) X:4 (Δ=0.056)\n", "peak id: 13 (36.56109261512756, 163.54238694906235, 1) Y:1 (Δ=0.013) X:5 (Δ=0.078)\n", "peak id: 14 (36.629887342453, 192.6334888935089, 1) Y:1 (Δ=0.015) X:6 (Δ=0.082)\n", "peak id: 15 (36.661303013563156, 222.22433692216873, 1) Y:1 (Δ=0.016) X:7 (Δ=0.102)\n", "peak id: 16 (124.96431520953774, 222.11254385113716, 1) Y:4 (Δ=0.061) X:7 (Δ=0.098)\n", "peak id: 17 (124.74490785598755, 45.5625721514225, 1) Y:4 (Δ=0.054) X:1 (Δ=0.010)\n", "peak id: 18 (124.69245848059654, 16.476630687713623, 1) Y:4 (Δ=0.052) X:0 (Δ=0.007)\n", "peak id: 19 (124.8999103307724, 192.57832247018814, 1) Y:4 (Δ=0.059) X:6 (Δ=0.080)\n", "peak id: 20 (124.84565204381943, 133.79748472571373, 1) Y:4 (Δ=0.057) X:4 (Δ=0.053)\n", "peak id: 21 (124.81674040853977, 75.133620262146, 1) Y:4 (Δ=0.056) X:2 (Δ=0.030)\n", "peak id: 22 (124.85729224979877, 163.30601540207863, 1) Y:4 (Δ=0.058) X:5 (Δ=0.070)\n", "peak id: 23 (124.75223885476589, 104.64793801307678, 1) Y:4 (Δ=0.054) X:3 (Δ=0.048)\n", "peak id: 24 (183.60811904072762, 192.46339762210846, 1) Y:6 (Δ=0.083) X:6 (Δ=0.076)\n", "peak id: 25 (183.7554596364498, 222.06266520917416, 1) Y:6 (Δ=0.089) X:7 (Δ=0.096)\n", "peak id: 26 (183.51583003997803, 104.62201929092407, 1) Y:6 (Δ=0.080) X:3 (Δ=0.047)\n", "peak id: 27 (183.60742422938347, 75.08415242284536, 1) Y:6 (Δ=0.083) X:2 (Δ=0.028)\n", "peak id: 28 (183.50560438632965, 45.46551960706711, 1) Y:6 (Δ=0.080) X:1 (Δ=0.007)\n", "peak id: 29 (183.4998989701271, 16.392478436231613, 1) Y:6 (Δ=0.080) X:0 (Δ=0.004)\n", "peak id: 30 (183.66220077872276, 133.73585817217827, 1) Y:6 (Δ=0.085) X:4 (Δ=0.051)\n", "peak id: 31 (183.6555324792862, 163.3083115518093, 1) Y:6 (Δ=0.085) X:5 (Δ=0.070)\n", "peak id: 32 (154.2160492092371, 104.43665820360184, 1) Y:5 (Δ=0.070) X:3 (Δ=0.040)\n", "peak id: 33 (154.32582822442055, 192.64246737957, 1) Y:5 (Δ=0.074) X:6 (Δ=0.082)\n", "peak id: 34 (154.25518941879272, 16.269793540239334, 1) Y:5 (Δ=0.071) X:0 (Δ=0.000)\n", "peak id: 35 (154.46003967523575, 222.0459629110992, 1) Y:5 (Δ=0.078) X:7 (Δ=0.096)\n", "peak id: 36 (154.35255640745163, 163.24378995597363, 1) Y:5 (Δ=0.075) X:5 (Δ=0.068)\n", "peak id: 37 (154.3742390871048, 133.86603190004826, 1) Y:5 (Δ=0.075) X:4 (Δ=0.055)\n", "peak id: 38 (154.28871083259583, 75.04928851872683, 1) Y:5 (Δ=0.072) X:2 (Δ=0.027)\n", "peak id: 39 (154.21079713106155, 45.57556250691414, 1) Y:5 (Δ=0.070) X:1 (Δ=0.011)\n", "peak id: 40 (65.94893547147512, 16.45467510819435, 1) Y:2 (Δ=0.026) X:0 (Δ=0.006)\n", "peak id: 41 (65.94483701884747, 45.613368570804596, 1) Y:2 (Δ=0.026) X:1 (Δ=0.012)\n", "peak id: 42 (66.03506868705153, 75.15414215624332, 1) Y:2 (Δ=0.029) X:2 (Δ=0.030)\n", "peak id: 43 (65.89957739412785, 104.3801993727684, 1) Y:2 (Δ=0.025) X:3 (Δ=0.038)\n", "peak id: 44 (66.12287057191133, 133.89461011439562, 1) Y:2 (Δ=0.032) X:4 (Δ=0.056)\n", "peak id: 45 (66.10124520212412, 163.3917499780655, 1) Y:2 (Δ=0.032) X:5 (Δ=0.073)\n", "peak id: 46 (66.10113758593798, 192.66102123260498, 1) Y:2 (Δ=0.032) X:6 (Δ=0.082)\n", "peak id: 47 (66.11095763742924, 222.20659750699997, 1) Y:2 (Δ=0.032) X:7 (Δ=0.101)\n" ] } ], "source": [ "#Assign each peak to an index\n", "indexed1 = numpy.zeros(len(first), dtype=dl)\n", "\n", "for i,v in enumerate(first):\n", " Y = int(round((v[\"y\"]-y_min)/step))\n", " X = int(round((v[\"x\"]-x_min)/step))\n", " indexed1[i][\"y\"] = v[\"y\"]\n", " indexed1[i][\"x\"] = v[\"x\"]\n", " indexed1[i][\"i\"] = v[\"i\"]\n", " indexed1[i][\"Y\"] = Y\n", " indexed1[i][\"X\"] = X\n", " print(\"peak id: %s %20s Y:%d (Δ=%.3f) X:%s (Δ=%.3f)\"%\n", " (i,v, Y, (v[\"y\"]-Y*step-y_min)/step, X, (v[\"x\"]-X*step-x_min)/step))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The error in positionning each of the pixel is less than 0.1 pixel which is already excellent and will allow a straight forward fit.\n", "\n", "The cost function for the first module is calculated as the sum of distances squared in pixel space.\n", "It uses 4 parameters which are step-size, x_min, y_min and angle" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1 [121. 97.]\n", "2 [364.5 97. ]\n", "3 [615. 97.]\n", "4 [858.5 97. ]\n", "5 [1109. 97.]\n", "6 [1352.5 97. ]\n", "7 [121. 309.]\n", "8 [364.5 309. ]\n", "9 [615. 309.]\n", "10 [858.5 309. ]\n", "11 [1109. 309.]\n", "12 [1352.5 309. ]\n", "13 [121. 521.]\n", "14 [364.5 521. ]\n", "15 [615. 521.]\n", "16 [858.5 521. ]\n", "17 [1109. 521.]\n", "18 [1352.5 521. ]\n", "19 [121. 733.]\n", "20 [364.5 733. ]\n", "21 [615. 733.]\n", "22 [858.5 733. ]\n", "23 [1109. 733.]\n", "24 [1352.5 733. ]\n", "25 [121. 945.]\n", "26 [364.5 945. ]\n", "27 [615. 945.]\n", "28 [858.5 945. ]\n", "29 [1109. 945.]\n", "30 [1352.5 945. ]\n", "31 [ 121. 1157.]\n", "32 [ 364.5 1157. ]\n", "33 [ 615. 1157.]\n", "34 [ 858.5 1157. ]\n", "35 [1109. 1157.]\n", "36 [1352.5 1157. ]\n", "37 [ 121. 1369.]\n", "38 [ 364.5 1369. ]\n", "39 [ 615. 1369.]\n", "40 [ 858.5 1369. ]\n", "41 [1109. 1369.]\n", "42 [1352.5 1369. ]\n", "43 [ 121. 1581.]\n", "44 [ 364.5 1581. ]\n", "45 [ 615. 1581.]\n", "46 [ 858.5 1581. ]\n", "47 [1109. 1581.]\n", "48 [1352.5 1581. ]\n" ] } ], "source": [ "#Calculate the center of every single module for rotation around this center.\n", "centers = {i: numpy.array([[numpy.where(mid == i)[1].mean()], [numpy.where(mid == i)[0].mean()]]) for i in range(1, 49)}\n", "for k,v in centers.items():\n", " print(k,v.ravel())" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "# Define a rotation of a module around the center of the module ...\n", "\n", "def rotate(angle, xy, module):\n", " \"Perform the rotation of the xy points around the center of the given module\"\n", " rot = [[cos(angle),-sin(angle)],\n", " [sin(angle), cos(angle)]]\n", " center = centers[module]\n", " return numpy.dot(rot, xy - center) + center" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [], "source": [ "guess1 = [step, y_min, x_min, 0]\n", "\n", "def cost1(param):\n", " \"\"\"contains: step, y_min, x_min, angle for the first module\n", " returns the sum of distance squared in pixel space\n", " \"\"\"\n", " step = param[0]\n", " y_min = param[1]\n", " x_min = param[2]\n", " angle = param[3]\n", " XY = numpy.vstack((indexed1[\"X\"], indexed1[\"Y\"]))\n", "# rot = [[cos(angle),-sin(angle)],\n", "# [sin(angle), cos(angle)]]\n", " xy_min = [[x_min], [y_min]]\n", " xy_guess = rotate(angle, step * XY + xy_min, module=1)\n", " delta = xy_guess - numpy.vstack((indexed1[\"x\"], indexed1[\"y\"]))\n", " return (delta*delta).sum()" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Before optimization [29, np.float64(7.186804354190826), np.float64(16.269793540239334), 0] cost= 250.36710826038234\n", " message: Optimization terminated successfully\n", " success: True\n", " status: 0\n", " fun: 0.6337541947715254\n", " x: [ 2.940e+01 7.242e+00 1.631e+01 8.769e-04]\n", " nit: 8\n", " jac: [-2.024e-05 3.055e-07 -1.222e-06 8.860e-04]\n", " nfev: 54\n", " njev: 8\n", "After optimization [2.93980816e+01 7.24220066e+00 1.63128834e+01 8.76927130e-04] cost= 0.6337541947715254\n", "Average displacement (pixels): 0.11490523221800408\n" ] } ], "source": [ "print(\"Before optimization\", guess1, \"cost=\", cost1(guess1))\n", "res1 = minimize(cost1, guess1, method = \"slsqp\")\n", "print(res1)\n", "print(\"After optimization\", res1.x, \"cost=\", cost1(res1.x))\n", "print(\"Average displacement (pixels): \",sqrt(cost1(res1.x)/len(indexed1)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "At this step, the grid is perfectly aligned with the first module. \n", "This module is used as the reference one and all other are aligned along it, using this first fit:" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "cost1: 0.6337541947715254 for: 29.398081601321305 7.242200658782105 16.312883357273257 0.0008769271304050088\n", "6 suspicious peaks:\n", "[(1595.5792897 , 954.49445057, 46, 54, 32)\n", " (1448.30209509, 748.8784325 , 40, 49, 25)\n", " (1448.66381988, 895.86545633, 40, 49, 30)\n", " (1448.84506877, 954.56920397, 40, 49, 32)\n", " (1624.68617365, 807.47743243, 46, 55, 27)\n", " (1654.4202804 , 954.44135761, 46, 56, 32)]\n" ] } ], "source": [ "#retrieve the result of the first module fit:\n", "step, y_min, x_min, angle = res1.x\n", "indexed = numpy.zeros(yxi.shape, dtype=dl)\n", "\n", "# rot = [[cos(angle),-sin(angle)],\n", "# [sin(angle), cos(angle)]]\n", "# irot = [[cos(angle), sin(angle)],\n", "# [-sin(angle), cos(angle)]]\n", "\n", "print(\"cost1: \",cost1([step, y_min, x_min, angle]), \"for:\", step, y_min, x_min, angle)\n", "\n", "xy_min = numpy.array([[x_min], [y_min]])\n", "xy = numpy.vstack((yxi[\"x\"], yxi[\"y\"]))\n", "indexed[\"y\"] = yxi[\"y\"]\n", "indexed[\"x\"] = yxi[\"x\"]\n", "indexed[\"i\"] = yxi[\"i\"]\n", "XY_app = (rotate(-angle, xy, 1)-xy_min) / step\n", "XY_int = numpy.round((XY_app)).astype(\"int\")\n", "indexed[\"X\"] = XY_int[0]\n", "indexed[\"Y\"] = XY_int[1]\n", "xy_guess = rotate(angle, step * XY_int + xy_min, 1)\n", "\n", "thres = 1.2\n", "delta = abs(xy_guess - xy)\n", "print((delta>thres).sum(), \"suspicious peaks:\")\n", "suspicious = indexed[numpy.where(abs(delta>thres))[1]]\n", "print(suspicious)" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax = subplots()\n", "ax.imshow(img.clip(0,1000))\n", "ax.plot(indexed[\"x\"], indexed[\"y\"],\".g\")\n", "ax.plot(suspicious[\"x\"], suspicious[\"y\"],\".r\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Only 6 peaks have an initial displacement of more than 1.2 pixel, all located in modules 40 and 46. \n", "The visual inspection confirms their localization is valid.\n", "\n", "There are 48 (half-)modules which have each of them 2 translations and one rotation. \n", "In addition to the step size, this represents 145 degrees of freedom for the fit.\n", "The first module is used to align the grid, all other modules are then aligned along this grid." ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cost for module # 1 0.6337541947715254\n", "Cost for module # 2 1.8140316140150454\n", "Cost for module # 3 1.8508563569545022\n", "Cost for module # 4 4.910326620676035\n", "Cost for module # 5 1.7748747382508672\n", "Cost for module # 6 7.482508608135417\n", "Cost for module # 7 14.44009490337744\n", "Cost for module # 8 5.219967231225788\n", "Cost for module # 9 23.407233906410028\n", "Cost for module # 10 5.689980291309163\n", "Cost for module # 11 4.125577216891618\n", "Cost for module # 12 8.410828295229964\n", "Cost for module # 13 29.859819770698785\n", "Cost for module # 14 12.62845193804018\n", "Cost for module # 15 3.1377086029241457\n", "Cost for module # 16 5.277309021451601\n", "Cost for module # 17 8.497325160754723\n", "Cost for module # 18 4.653147301119903\n", "Cost for module # 19 6.007095027396953\n", "Cost for module # 20 4.980266846580633\n", "Cost for module # 21 5.136965945653326\n", "Cost for module # 22 5.048720225865827\n", "Cost for module # 23 1.437312539963234\n", "Cost for module # 24 6.0462914823378755\n", "Cost for module # 25 38.25446584485394\n", "Cost for module # 26 19.509796099341564\n", "Cost for module # 27 2.4297103169329306\n", "Cost for module # 28 5.488602799974958\n", "Cost for module # 29 10.764106798533987\n", "Cost for module # 30 14.04216034457422\n", "Cost for module # 31 22.94012241234063\n", "Cost for module # 32 18.49373129998133\n", "Cost for module # 33 12.941765325828456\n", "Cost for module # 34 15.371707501841977\n", "Cost for module # 35 39.66701686140211\n", "Cost for module # 36 37.28279122897644\n", "Cost for module # 37 63.700696874479654\n", "Cost for module # 38 23.549515569994142\n", "Cost for module # 39 34.004280486064744\n", "Cost for module # 40 43.80370787723658\n", "Cost for module # 41 15.505215251468414\n", "Cost for module # 42 8.048819161298574\n", "Cost for module # 43 22.735360246547877\n", "Cost for module # 44 10.796021690633196\n", "Cost for module # 45 41.019678216491826\n", "Cost for module # 46 46.258940282093995\n", "Cost for module # 47 24.546579662627465\n", "Cost for module # 48 34.76960725018565\n" ] } ], "source": [ "def submodule_cost(param, module=1):\n", " \"\"\"contains: step, y_min_1, x_min_1, angle_1, y_min_2, x_min_2, angle_2, ...\n", " returns the sum of distance squared in pixel space\n", " \"\"\"\n", " \n", " step = param[0]\n", " y_min1 = param[1]\n", " x_min1 = param[2]\n", " angle1 = param[3]\n", " \n", " mask = indexed[\"i\"] == module\n", " substack = indexed[mask]\n", " \n", " XY = numpy.vstack((substack[\"X\"], substack[\"Y\"]))\n", "# rot1 = [[cos(angle1), -sin(angle1)],\n", "# [sin(angle1), cos(angle1)]]\n", " xy_min1 = numpy.array([[x_min1], [y_min1]])\n", " xy_guess1 = rotate(angle1, step * XY + xy_min1, module=1)\n", " #This is guessed spot position for module #1\n", " if module == 1:\n", " \"Not much to do for module 1\"\n", " delta = xy_guess1 - numpy.vstack((substack[\"x\"], substack[\"y\"]))\n", " else:\n", " \"perform the correction for given module\"\n", " y_min = param[(module-1)*3+1]\n", " x_min = param[(module-1)*3+2]\n", " angle = param[(module-1)*3+3] \n", "\n", "# rot = numpy.array([[cos(angle),-sin(angle)],\n", "# [sin(angle), cos(angle)]])\n", " xy_min = numpy.array([[x_min], [y_min]])\n", " xy_guess = rotate(angle, xy_guess1+xy_min, module)\n", " delta = xy_guess - numpy.vstack((substack[\"x\"], substack[\"y\"]))\n", "\n", " return (delta*delta).sum()\n", "\n", "guess145 = numpy.zeros(48*3+1)\n", "guess145[:4] = res1.x\n", "for i in range(1, 49):\n", " print(\"Cost for module #\",i, submodule_cost(guess145, i))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "On retrieves that the modules 40 and 46 have large errors. Module 37 as well.\n", "\n", "The total cost funtion is hence the sum of all cost function for all modules:" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "np.float64(778.3948472437392)" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def total_cost(param):\n", " \"\"\"contains: step, y_min_1, x_min_1, angle_1, ...\n", " returns the sum of distance squared in pixel space\n", " \"\"\"\n", " return sum(submodule_cost(param, module=i) for i in range(1,49))\n", "total_cost(guess145)" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Before optimization [2.93980816e+01 7.24220066e+00 1.63128834e+01 8.76927130e-04\n", " 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n", " 0.00000000e+00 0.00000000e+00] cost= 778.3948472437392\n", " message: Optimization terminated successfully\n", " success: True\n", " status: 0\n", " fun: 27.184379027491335\n", " x: [ 2.941e+01 7.212e+00 ... -9.172e-01 1.886e-03]\n", " nit: 89\n", " jac: [ 5.107e+00 7.299e-02 ... 5.797e-03 -5.369e-03]\n", " nfev: 13370\n", " njev: 89\n", "After optimization [ 2.94082856e+01 7.21154990e+00 1.62772049e+01 8.33716501e-04\n", " -1.50371412e-01 -1.99109613e-01 3.18029501e-04 1.23526098e-01\n", " -2.38709077e-01 9.66380816e-04] cost= 27.184379027491335\n", "CPU times: user 23.5 s, sys: 72.6 ms, total: 23.5 s\n", "Wall time: 23.5 s\n" ] } ], "source": [ "%%time\n", "print(\"Before optimization\", guess145[:10], \"cost=\", total_cost(guess145))\n", "res_all = minimize(total_cost, guess145, method = \"slsqp\")\n", "print(res_all)\n", "print(\"After optimization\", res_all.x[:10], \"cost=\", total_cost(res_all.x))" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Module id: 1 cost: 0.684 Δx: 7.212, Δy: 16.277 rot: 0.048°\n", "Module id: 2 cost: 0.473 Δx: -0.150, Δy: -0.199 rot: 0.018°\n", "Module id: 3 cost: 0.650 Δx: 0.124, Δy: -0.239 rot: 0.055°\n", "Module id: 4 cost: 0.613 Δx: 0.286, Δy: -0.226 rot: 0.114°\n", "Module id: 5 cost: 0.566 Δx: -0.079, Δy: -0.465 rot: 0.021°\n", "Module id: 6 cost: 0.666 Δx: 0.310, Δy: -0.641 rot: 0.122°\n", "Module id: 7 cost: 0.696 Δx: -0.599, Δy: 0.076 rot: 0.079°\n", "Module id: 8 cost: 0.341 Δx: -0.431, Δy: -0.133 rot: 0.065°\n", "Module id: 9 cost: 0.566 Δx: -0.701, Δy: -0.413 rot: 0.054°\n", "Module id: 10 cost: 0.661 Δx: -0.213, Δy: -0.453 rot: 0.123°\n", "Module id: 11 cost: 0.616 Δx: 0.233, Δy: -0.265 rot: 0.029°\n", "Module id: 12 cost: 0.495 Δx: 0.338, Δy: -0.171 rot: 0.040°\n", "Module id: 13 cost: 0.763 Δx: -0.685, Δy: -0.569 rot: 0.068°\n", "Module id: 14 cost: 0.353 Δx: -0.511, Δy: -0.581 rot: 0.078°\n", "Module id: 15 cost: 0.645 Δx: -0.291, Δy: -0.332 rot: 0.058°\n", "Module id: 16 cost: 0.492 Δx: -0.021, Δy: -0.553 rot: 0.075°\n", "Module id: 17 cost: 0.440 Δx: -0.300, Δy: -0.762 rot: 0.027°\n", "Module id: 18 cost: 0.779 Δx: -0.034, Δy: -0.682 rot: 0.090°\n", "Module id: 19 cost: 0.748 Δx: -0.482, Δy: -0.226 rot: 0.043°\n", "Module id: 20 cost: 0.423 Δx: -0.219, Δy: -0.492 rot: 0.043°\n", "Module id: 21 cost: 0.520 Δx: -0.423, Δy: -0.410 rot: -0.015°\n", "Module id: 22 cost: 0.676 Δx: -0.241, Δy: -0.552 rot: 0.096°\n", "Module id: 23 cost: 0.503 Δx: -0.172, Δy: -0.289 rot: 0.073°\n", "Module id: 24 cost: 0.822 Δx: 0.122, Δy: -0.411 rot: 0.097°\n", "Module id: 25 cost: 0.575 Δx: -0.741, Δy: -0.793 rot: 0.057°\n", "Module id: 26 cost: 0.320 Δx: -0.399, Δy: -0.875 rot: 0.103°\n", "Module id: 27 cost: 0.642 Δx: -0.088, Δy: -0.230 rot: -0.028°\n", "Module id: 28 cost: 0.599 Δx: 0.054, Δy: -0.262 rot: 0.037°\n", "Module id: 29 cost: 0.498 Δx: -0.093, Δy: -0.849 rot: 0.034°\n", "Module id: 30 cost: 0.830 Δx: 0.171, Δy: -0.640 rot: 0.136°\n", "Module id: 31 cost: 0.687 Δx: -0.557, Δy: -0.707 rot: -0.040°\n", "Module id: 32 cost: 0.422 Δx: -0.676, Δy: -0.808 rot: 0.085°\n", "Module id: 33 cost: 0.616 Δx: -0.166, Δy: -0.688 rot: -0.034°\n", "Module id: 34 cost: 0.393 Δx: -0.034, Δy: -0.811 rot: 0.092°\n", "Module id: 35 cost: 0.447 Δx: -0.199, Δy: -1.295 rot: 0.039°\n", "Module id: 36 cost: 0.587 Δx: -0.045, Δy: -1.304 rot: 0.035°\n", "Module id: 37 cost: 0.603 Δx: -1.027, Δy: -1.042 rot: 0.001°\n", "Module id: 38 cost: 0.295 Δx: -0.932, Δy: -0.896 rot: 0.000°\n", "Module id: 39 cost: 0.558 Δx: -0.579, Δy: -1.048 rot: 0.009°\n", "Module id: 40 cost: 0.498 Δx: -0.254, Δy: -1.280 rot: 0.142°\n", "Module id: 41 cost: 0.468 Δx: -0.168, Δy: -0.935 rot: 0.022°\n", "Module id: 42 cost: 0.569 Δx: -0.208, Δy: -0.824 rot: 0.038°\n", "Module id: 43 cost: 0.633 Δx: -0.833, Δy: -0.662 rot: 0.059°\n", "Module id: 44 cost: 0.413 Δx: -0.628, Δy: -0.765 rot: 0.034°\n", "Module id: 45 cost: 0.671 Δx: -0.542, Δy: -1.171 rot: -0.018°\n", "Module id: 46 cost: 0.542 Δx: -0.375, Δy: -1.350 rot: 0.076°\n", "Module id: 47 cost: 0.537 Δx: -0.083, Δy: -1.014 rot: 0.069°\n", "Module id: 48 cost: 0.593 Δx: 0.249, Δy: -0.917 rot: 0.108°\n" ] } ], "source": [ "for i in range(1,49):\n", " print(\"Module id: %d cost: %.3f Δx: %.3f, Δy: %.3f rot: %.3f°\"%\n", " (i, submodule_cost(res_all.x, i), res_all.x[-2+i*3], res_all.x[-1+i*3], numpy.rad2deg(res_all.x[i*3])))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Analysis:\n", "Modules 40, 46 and 48 show large displacement but the fitting precedure allowed to reduce the residual cost to the same value as other modules.\n", "\n", "## Reconstruction of the pixel position\n", "\n", "The pixel position can be obtained from the *standard* Pilatus detector. \n", "Each module is then displaced according to the fitted values, except the first one which is left where it is." ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "def correct(x, y, dx, dy, angle, module):\n", " \"apply the correction dx, dy and angle to those pixels ...\"\n", " trans = numpy.array([[dx],\n", " [dy]])\n", " xy_guess = numpy.vstack((x.ravel(), \n", " y.ravel()))\n", " xy_cor = rotate(-angle, xy_guess, module) - trans\n", " xy_cor.shape = ((2,)+x.shape)\n", " return xy_cor[0], xy_cor[1]" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [], "source": [ "pixel_coord = pyFAI.detector_factory(\"Pilatus2MCdTe\").get_pixel_corners()\n", "pixel_coord_raw = pixel_coord.copy()\n", "for i in range(2, 49):\n", " # Extract the pixel corners for one module\n", " module_idx = numpy.where(mid == i)\n", " one_module = pixel_coord_raw[module_idx]\n", " #retrieve the fitted values\n", " dy, dx, angle = res_all.x[-2+i*3:1+3*i]\n", " \n", " y = one_module[..., 1]/pilatus.pixel1\n", " x = one_module[..., 2]/pilatus.pixel2\n", " \n", " #apply the correction the other way around\n", " x_cor, y_cor = correct(x, y, dx, dy, angle, i)\n", " one_module[...,1] = y_cor * pilatus.pixel1 #y\n", " one_module[...,2] = x_cor * pilatus.pixel2 #x\n", " #Update the array\n", " pixel_coord_raw[module_idx] = one_module\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Update the detector and save it in HDF5" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [], "source": [ "pilatus.set_pixel_corners(pixel_coord_raw)\n", "pilatus.mask = all_masks\n", "pilatus.save(\"Pilatus_ID15_raw.h5\")" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "image/png": 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OpKen68SJE7r55ptljNH27dsL1MalMjMztW7dOnXr1k21atVylletWlW9evXS559/7nw/ZXn44Yddbp0RHR2tzMxM/fzzz27Nu1Se1Xn27FlVrlw5z+fj4uI0d+5cDRgwQKNGjdJtt92me+65R927d88RCurUqePyv81mU+3atXX48OF8+/DRRx/phRde0I4dO3T+/HmX6bMcPHhQHh4eioiIyLOd/fv3S5LzTZhdQECAy/8+Pj45PkwCAwNVvXr1HPdaCQwM1KlTp1zm9f333+eYPkvWyXdZbrzxRpf/s4LJpW26I2vlrVevnku5t7e3atWq5fbKfSkPDw+XN5ck1a1bV5Iuuyy9vb01b948tWzZUj4+Ppo/f77La7l//36lpqbmuc5lf90u9dRTT2nDhg1q1aqVateurY4dO6pXr15q06ZNvn0KCgrSbbfdpqVLl2rcuHGSpCVLlsjLy0v33HOPS9/cWaY1a9Yssj7mxp33nrvyWx8DAgK0f/9+GWNyvKezlClTpkDzyf4aXWm77r7Hvby8VL169RxtuLMOZn+tpL9er0vfuwcPHtQ//vGPy/Z99+7dBV6/clOtWrUcJ0m7225ur33dunV17tw5HT9+XFWqVHGWF3b51axZU8OHD9eUKVP0zjvvKDo6WnfddZceeOABZ1Bxd13IbbtcoUIFff/997lOn92RI0c0evRoffjhhzm2u6mpqQVq41LHjx/XuXPncmyDJalBgwZyOBw6evSoGjZs6Cwvqs+BUhdG/vvf/yo1NTXfy+Z8fX21ZcsWbdq0SatWrdKaNWu0ZMkS3XrrrVq3bp08PT2vqA+fffaZ7rrrLt1yyy2aOXOmqlatqjJlymj+/PlatGiRW21lfXtcuHChyxsqS/arhPLqe17lf+2l+9+8OnTooCeffDLXulkf3u60WVqsXbtWkvTnn39q//79Lhs0h8OhypUr65133sl12rw2qNJfb/C9e/fqo48+0po1a/Tee+9p5syZGj16tMaOHZtvn+677z71799fO3bsULNmzbR06VLddtttCgoKcumbO8v00m9a7vQxr5sKZv9WWpzvvcutjw6HQzabTR9//HGudf39/Qs0n+yv0ZW26+573G635whu7q6DRfXedTgcaty4saZMmZLr86GhoZdtI7d1rijaLej83Fl+L7/8svr166cPPvhA69at0+OPP67ExER99dVXql69utvrwpUsh8zMTHXo0EEnT57UU089pfr168vPz0+//PKL+vXrV+R7HvNSVOtSqQsjCxculCTFxsbmW8/Dw0O33XabbrvtNk2ZMkUTJkzQM888o02bNikmJsZZL+tbSxZjjA4cOOByH5Ps3nvvPfn4+Gjt2rWy2+3O8vnz57vUCw8Pl8Ph0I8//pjn9ePh4eGSpMqVK7v0qziEh4fr7NmzRTofd+58W6NGDUnS3r17XfZiZGRk6KeffrqifjkcDh06dMjlw3ffvn2SdNm7537//fd6/vnnnR/8AwYM0M6dO53fhsLDw7Vhwwa1adMm1w3r5fj5+SkuLk5xcXHKyMjQPffco/Hjxys+Pj7fy+66deumf/7zn85DNfv27VN8fLxLnaJappfrY4UKFXT69Okc0+W2N6ug773srvQuyuHh4TLGqGbNmjlCmJXtFsV7/ErXwbza3LVr12Xr/Oc//9Ftt91WpHe5drfd7Ntp6a/3Q9myZfP9MpA1L3eWX+PGjdW4cWM9++yz+vLLL9WmTRslJSXphRdeKJZ1LK/x79y5U/v27dObb76pPn36OMvXr19f4Dayq1SpksqWLau9e/fmeG7Pnj3y8PC4oiCYn1J1zsgnn3yicePGqWbNmrr//vvzrHfy5MkcZVlh4NJDKpL01ltvuZx/snz5cv3222+6/fbb82zf09NTNpvN5Vvh4cOHc9w9slu3bvLw8NDzzz+fI8VmpcrY2FgFBARowoQJunDhQo55HT9+PM9+uKtHjx7aunWrcy/ApU6fPq2LFy+63WbWNfy5fVBlFxMTI29vb7366qsuqfqNN95QamqqOnfu7Pb8LzV9+nTn38YYTZ8+XWXKlNFtt92W5zQXLlxQv379FBISomnTpmnBggVKSUnRsGHDnHV69OihzMxM5+GSS128eDHfsf/+++8u/3t7eysiIkLGmFyX96XKly+v2NhYLV26VIsXL5a3t3eOG4IVxTItSB/Dw8OVmprqsnv5t99+04oVK1ymdee9l52fn1+B1qO83HPPPfL09NTYsWNzfGszxuQY59Vqtyje41eyDublH//4h/7zn//kWIbS/7ZPPXr00C+//KI5c+bkqPPHH38oPT3d7fkWpt2tW7e6nI939OhRffDBB+rYseNl97YVdPmlpaXleL80btxYHh4eznW3ONaxvLahWeO6dD7GGE2bNq3AbWTn6empjh076oMPPnA5fJ2SkqJFixapbdu2OQ4bFpUSu2fk448/1p49e3Tx4kWlpKTok08+0fr161WjRg19+OGH+X6jfP7557VlyxZ17txZNWrU0LFjxzRz5kxVr15dbdu2dalbsWJFtW3bVv3791dKSoqmTp2q2rVra+DAgXm237lzZ02ZMkWdOnVSr169dOzYMc2YMUO1a9d22VjXrl1bzzzzjMaNG6fo6Gjdc889stvt+uabbxQSEqLExEQFBARo1qxZ6t27t2666Sbdd999qlSpko4cOaJVq1apTZs2Lh+yV2LkyJH68MMPdeedd6pfv36KjIxUenq6du7cqeXLl+vw4cMuhwAKIuuksscff1yxsbHy9PTUfffdl2vdSpUqKT4+XmPHjlWnTp101113ae/evZo5c6ZatmzpcqKXu3x8fLRmzRr17dtXUVFR+vjjj7Vq1So9/fTT+X5zyjrvZ+PGjSpXrpyaNGmi0aNH69lnn1X37t11xx13qF27dvrnP/+pxMRE7dixQx07dlSZMmW0f/9+LVu2TNOmTVP37t1zbb9jx46qUqWK2rRpo+DgYO3evVvTp09X586dXU6czktcXJweeOABzZw5U7GxsTluplUUy7Qgfbzvvvv01FNP6e6779bjjz+uc+fOadasWapbt67Lh4Q7773sIiMjtWHDBk2ZMkUhISGqWbOmoqKiLvsaZQkPD9cLL7yg+Ph4HT58WN26dVO5cuX0008/acWKFXr44Yc1YsSIArdXVO0WxXv8StbBvIwcOVLLly/XvffeqwcffFCRkZE6efKkPvzwQyUlJalp06bq3bu3li5dqkceeUSbNm1SmzZtlJmZqT179mjp0qVau3aty80pC8rddhs1aqTY2Fg9/vjjstvtmjlzpiRd9lCnVPDl98knn2jIkCG69957VbduXV28eFELFy6Up6en89ya4ljHwsPDVb58eSUlJalcuXLy8/NTVFSU6tevr/DwcI0YMUK//PKLAgIC9N577+V6roY72+EXXnhB69evV9u2bTVo0CB5eXlp9uzZOn/+vF588UW3+u4Wt669uQZkXU6U9fD29jZVqlQxHTp0MNOmTXO5DDdL9ssLN27caLp27WpCQkKMt7e3CQkJMT179nS5/DHr0t53333XxMfHm8qVKxtfX1/TuXNnl0umjMn9ssY33njD1KlTx9jtdlO/fn0zf/78XG8AZYwx8+bNM82bNzd2u91UqFDBtGvXzqxfv96lzqZNm0xsbKwJDAw0Pj4+Jjw83PTr18/lcrasGyJll3Vzneyybn50qTNnzpj4+HhTu3Zt4+3tbYKCgszNN99sJk+e7LxXwaU3yMpO2S4Tu3jxonnsscdMpUqVjM1mK9BlvtOnTzf169c3ZcqUMcHBwebRRx/NcQ8Idy/tzX7Ts+DgYJOQkJDjkupL+79t2zbj5eXlcklw1phatmxpQkJCXPr1+uuvm8jISOPr62vKlStnGjdubJ588knz66+/Outkv7R39uzZ5pZbbjE33HCD8/4RI0eONKmpqZcdlzHGpKWlGV9fXyPJvP3227nWudJlWtA+rlu3zjRq1Mh4e3ubevXqmbfffrtQ77287Nmzx9xyyy3O8Wa/6Vn2dSFrW3HpfTqMMea9994zbdu2NX5+fsbPz8/Ur1/fDB482OW+Mbm53DpXkHbza+NK3uNZCrIO5va+Nyb3G/L9/vvvZsiQIaZatWrOm2r17dvXnDhxwlknIyPDTJo0yTRs2NC5DYuMjDRjx4697Hqc17bJnXZ1yU3Psra5zZs3N5s2bXJp70qX36FDh8yDDz5owsPDjY+Pj6lYsaJp37692bBhg9tt5Tf23D5PPvjgAxMREWG8vLxcLvP98ccfTUxMjPH39zdBQUFm4MCB5j//+U+OS4Hz2w5n32Yb89dNz2JjY42/v78pW7asad++vfO+Plnyus1G1mdn9tf/cmz/1xlks3nzZrVv317Lli1z+xsFri39+vXT8uXLdfbsWau7AqCI2Ww2DR48uMj2EMMapeqcEQAAUPIQRgAAgKUIIwAAwFKcMwIAACzFnhEAAGApwggAALAUYQQAAFiKMAIAACxVosLIli1b1KVLF4WEhMhms+X4rZeCMMZo8uTJqlu3rux2u6pVq6bx48cXfWcBAECBlKjfpklPT1fTpk314IMP6p577ilUG0888YTWrVunyZMnq3Hjxjp58mSuP94FAACujhJ7aa/NZtOKFStcfqX0/PnzeuaZZ/Tuu+/q9OnTatSokSZNmqS///3vkqTdu3erSZMm2rVrl+rVq2dNxwEAgIsSdZjmcoYMGaKtW7dq8eLF+v7773XvvfeqU6dO2r9/vyTp3//+t2rVqqWPPvpINWvWVFhYmAYMGMCeEQAALFRqwsiRI0c0f/58LVu2TNHR0c6fVm7btq3mz58vSTp06JB+/vlnLVu2TG+99ZYWLFigbdu28UN4AABYqESdM5KfnTt3KjMzU3Xr1nUpP3/+vG644QZJksPh0Pnz5/XWW285673xxhuKjIzU3r17OXQDAIAFSk0YOXv2rDw9PbVt2zZ5enq6POfv7y9Jqlq1qry8vFwCS4MGDST9tWeFMAIAwNVXasJI8+bNlZmZqWPHjik6OjrXOm3atNHFixd18OBBhYeHS5L27dsnSapRo8ZV6ysAAPifEnU1zdmzZ3XgwAFJf4WPKVOmqH379qpYsaJuvPFGPfDAA/riiy/08ssvq3nz5jp+/Lg2btyoJk2aqHPnznI4HGrZsqX8/f01depUORwODR48WAEBAVq3bp3FowMA4PpUosLI5s2b1b59+xzlffv21YIFC3ThwgW98MILeuutt/TLL78oKChIf/vb3zR27Fg1btxYkvTrr7/qscce07p16+Tn56fbb79dL7/8sipWrHi1hwMAAFTCwggAACh9Ss2lvQAAoGQijAAAAEuViKtpHA6Hfv31V5UrV042m83q7gAAgAIwxujMmTMKCQmRh0fe+z9KRBj59ddfFRoaanU3AABAIRw9elTVq1fP8/kSEUbKlSsn6a/BBAQEWNwbAABQEGlpaQoNDXV+juelRISRrEMzAQEBhBEAAEqYy51iwQmsAADAUoQRAABgKcIIAACwlNthZMuWLerSpYtCQkJks9m0cuXKy06zefNm3XTTTbLb7apdu7YWLFhQiK4CAIDSyO0wkp6erqZNm2rGjBkFqv/TTz+pc+fOat++vXbs2KGhQ4dqwIABWrt2rdudBQAApY/bV9Pcfvvtuv322wtcPykpSTVr1tTLL78sSWrQoIE+//xzvfLKK4qNjXV39gAAoJQp9nNGtm7dqpiYGJey2NhYbd26Nc9pzp8/r7S0NJcHAAAonYo9jCQnJys4ONilLDg4WGlpafrjjz9ynSYxMVGBgYHOB3dfBQCg9Lomr6aJj49Xamqq83H06FGruwQAAIpJsd+BtUqVKkpJSXEpS0lJUUBAgHx9fXOdxm63y263F3fXAADANaDY94y0bt1aGzdudClbv369WrduXdyzBgAAJYDbYeTs2bPasWOHduzYIemvS3d37NihI0eOSPrrEEufPn2c9R955BEdOnRITz75pPbs2aOZM2dq6dKlGjZsWNGMAAAAlGhuh5Fvv/1WzZs3V/PmzSVJw4cPV/PmzTV69GhJ0m+//eYMJpJUs2ZNrVq1SuvXr1fTpk318ssva+7cuVzWCwAAJEk2Y4yxuhOXk5aWpsDAQKWmpvKrvQAAlBAF/fy+Jq+mAQAA149iv5rmWhc2alWOssMTO1vQEwAArk/sGQEAAJYijAAAAEsRRgAAgKUIIwAAwFKEEQAAYCnCCAAAsBRhBAAAWIowAgAALEUYAQAAliKMAAAASxFGAACApQgjAADAUoQRAABgKcIIAACwFGEEAABYijACAAAsRRgBAACWIowAAABLEUYAAIClCCMAAMBShBEAAGApwggAALAUYQQAAFiKMAIAACxFGAEAAJYijAAAAEsRRgAAgKUIIwAAwFKEEQAAYCnCCAAAsBRhBAAAWIowAgAALEUYAQAAliKMAAAASxFGAACApQgjAADAUoQRAABgKcIIAACwFGEEAABYijACAAAsRRgBAACWIowAAABLEUYAAIClCCMAAMBShBEAAGApwggAALAUYQQAAFiKMAIAACxFGAEAAJYijAAAAEsRRgAAgKUIIwAAwFKEEQAAYCnCCAAAsBRhBAAAWIowAgAALEUYAQAAliKMAAAASxFGAACApQoVRmbMmKGwsDD5+PgoKipKX3/9db71p06dqnr16snX11ehoaEaNmyY/vzzz0J1GAAAlC5uh5ElS5Zo+PDhSkhI0HfffaemTZsqNjZWx44dy7X+okWLNGrUKCUkJGj37t164403tGTJEj399NNX3HkAAFDyuR1GpkyZooEDB6p///6KiIhQUlKSypYtq3nz5uVa/8svv1SbNm3Uq1cvhYWFqWPHjurZs+dl96YAAIDrg1thJCMjQ9u2bVNMTMz/GvDwUExMjLZu3ZrrNDfffLO2bdvmDB+HDh3S6tWrdccdd+Q5n/PnzystLc3lAQAASicvdyqfOHFCmZmZCg4OdikPDg7Wnj17cp2mV69eOnHihNq2bStjjC5evKhHHnkk38M0iYmJGjt2rDtdAwAAJVSxX02zefNmTZgwQTNnztR3332n999/X6tWrdK4cePynCY+Pl6pqanOx9GjR4u7mwAAwCJu7RkJCgqSp6enUlJSXMpTUlJUpUqVXKd57rnn1Lt3bw0YMECS1LhxY6Wnp+vhhx/WM888Iw+PnHnIbrfLbre70zUAAFBCubVnxNvbW5GRkdq4caOzzOFwaOPGjWrdunWu05w7dy5H4PD09JQkGWPc7S8AAChl3NozIknDhw9X37591aJFC7Vq1UpTp05Venq6+vfvL0nq06ePqlWrpsTERElSly5dNGXKFDVv3lxRUVE6cOCAnnvuOXXp0sUZSgAAwPXL7TASFxen48ePa/To0UpOTlazZs20Zs0a50mtR44ccdkT8uyzz8pms+nZZ5/VL7/8okqVKqlLly4aP3580Y0CAACUWDZTAo6VpKWlKTAwUKmpqQoICCjStsNGrcpRdnhi5yKdBwAA16OCfn7z2zQAAMBShBEAAGApwggAALAUYQQAAFiKMAIAACxFGAEAAJYijAAAAEsRRgAAgKUIIwAAwFKEEQAAYCnCCAAAsBRhBAAAWIowAgAALEUYAQAAliKMAAAASxFGAACApQgjAADAUoQRAABgKcIIAACwFGEEAABYijACAAAsRRgBAACWIowAAABLEUYAAIClCCMAAMBShBEAAGApwggAALAUYQQAAFiKMAIAACxFGAEAAJYijAAAAEsRRgAAgKUIIwAAwFKEEQAAYCnCCAAAsBRhBAAAWIowAgAALEUYAQAAliKMAAAASxFGAACApQgjAADAUoQRAABgKcIIAACwFGEEAABYijACAAAsRRgBAACWIowAAABLEUYAAIClCCMAAMBShBEAAGApwggAALAUYQQAAFiKMAIAACxFGAEAAJYijAAAAEsRRgAAgKUIIwAAwFKEEQAAYCnCCAAAsBRhBAAAWIowAgAALFWoMDJjxgyFhYXJx8dHUVFR+vrrr/Otf/r0aQ0ePFhVq1aV3W5X3bp1tXr16kJ1GAAAlC5e7k6wZMkSDR8+XElJSYqKitLUqVMVGxurvXv3qnLlyjnqZ2RkqEOHDqpcubKWL1+uatWq6eeff1b58uWLov8AAKCEczuMTJkyRQMHDlT//v0lSUlJSVq1apXmzZunUaNG5ag/b948nTx5Ul9++aXKlCkjSQoLC7uyXgMAgFLDrcM0GRkZ2rZtm2JiYv7XgIeHYmJitHXr1lyn+fDDD9W6dWsNHjxYwcHBatSokSZMmKDMzMw853P+/HmlpaW5PAAAQOnkVhg5ceKEMjMzFRwc7FIeHBys5OTkXKc5dOiQli9frszMTK1evVrPPfecXn75Zb3wwgt5zicxMVGBgYHOR2hoqDvdBAAAJUixX03jcDhUuXJlvf7664qMjFRcXJyeeeYZJSUl5TlNfHy8UlNTnY+jR48WdzcBAIBF3DpnJCgoSJ6enkpJSXEpT0lJUZUqVXKdpmrVqipTpow8PT2dZQ0aNFBycrIyMjLk7e2dYxq73S673e5O1wAAQAnl1p4Rb29vRUZGauPGjc4yh8OhjRs3qnXr1rlO06ZNGx04cEAOh8NZtm/fPlWtWjXXIAIAAK4vbh+mGT58uObMmaM333xTu3fv1qOPPqr09HTn1TV9+vRRfHy8s/6jjz6qkydP6oknntC+ffu0atUqTZgwQYMHDy66UQAAgBLL7Ut74+LidPz4cY0ePVrJyclq1qyZ1qxZ4zyp9ciRI/Lw+F/GCQ0N1dq1azVs2DA1adJE1apV0xNPPKGnnnqq6EYBAABKLJsxxljdictJS0tTYGCgUlNTFRAQUKRth41alaPs8MTORToPAACuRwX9/Oa3aQAAgKUIIwAAwFKEEQAAYCnCCAAAsBRhBAAAWIowAgAALEUYAQAAliKMAAAASxFGAACApQgjAADAUoQRAABgKcIIAACwFGEEAABYijACAAAsRRgBAACWIowAAABLEUYAAIClCCMAAMBShBEAAGApwggAALAUYQQAAFiKMAIAACxFGAEAAJYijAAAAEsRRgAAgKUIIwAAwFKEEQAAYCnCCAAAsBRhBAAAWIowAgAALEUYAQAAliKMAAAASxFGAACApQgjAADAUoQRAABgKcIIAACwFGEEAABYijACAAAsRRgBAACWIowAAABLEUYAAIClCCMAAMBShBEAAGApwggAALAUYQQAAFiKMAIAACxFGAEAAJYijAAAAEsRRgAAgKUIIwAAwFKEEQAAYCnCCAAAsBRhBAAAWIowAgAALEUYAQAAliKMAAAASxFGAACApQgjAADAUoQRAABgKcIIAACwFGEEAABYqlBhZMaMGQoLC5OPj4+ioqL09ddfF2i6xYsXy2azqVu3boWZLQAAKIXcDiNLlizR8OHDlZCQoO+++05NmzZVbGysjh07lu90hw8f1ogRIxQdHV3ozgIAgNLH7TAyZcoUDRw4UP3791dERISSkpJUtmxZzZs3L89pMjMzdf/992vs2LGqVavWFXUYAACULm6FkYyMDG3btk0xMTH/a8DDQzExMdq6dWue0z3//POqXLmyHnrooQLN5/z580pLS3N5AACA0smtMHLixAllZmYqODjYpTw4OFjJycm5TvP555/rjTfe0Jw5cwo8n8TERAUGBjofoaGh7nQTAACUIMV6Nc2ZM2fUu3dvzZkzR0FBQQWeLj4+Xqmpqc7H0aNHi7GXAADASl7uVA4KCpKnp6dSUlJcylNSUlSlSpUc9Q8ePKjDhw+rS5cuzjKHw/HXjL28tHfvXoWHh+eYzm63y263u9M1AABQQrm1Z8Tb21uRkZHauHGjs8zhcGjjxo1q3bp1jvr169fXzp07tWPHDufjrrvuUvv27bVjxw4OvwAAAPf2jEjS8OHD1bdvX7Vo0UKtWrXS1KlTlZ6erv79+0uS+vTpo2rVqikxMVE+Pj5q1KiRy/Tly5eXpBzlAADg+uR2GImLi9Px48c1evRoJScnq1mzZlqzZo3zpNYjR47Iw4MbuwIAgIKxGWOM1Z24nLS0NAUGBio1NVUBAQFF2nbYqFU5yg5P7Fyk8wAA4HpU0M9vdmEAAABLEUYAAIClCCMAAMBShBEAAGApwggAALAUYQQAAFiKMAIAACxFGAEAAJYijAAAAEsRRgAAgKUIIwAAwFKEEQAAYCnCCAAAsBRhBAAAWIowAgAALEUYAQAAliKMAAAASxFGAACApQgjAADAUoQRAABgKcIIAACwFGEEAABYijACAAAsRRgBAACWIowAAABLeVndAQAAJCls1KocZYcndragJ7ja2DMCAAAsRRgBAACWIowAAABLEUYAAIClCCMAAMBShBEAAGApwggAALAUYQQAAFiKMAIAACxFGAEAAJYijAAAAEsRRgAAgKUIIwAAwFKEEQAAYCnCCAAAsBRhBAAAWIowAgAALEUYAQAAliKMAAAASxFGAACApQgjAADAUoQRAABgKcIIAACwFGEEAABYijACAAAsRRgBAACWIowAAABLEUYAAIClCCMAAMBShBEAAGApwggAALAUYQQAAFiKMAIAACxFGAEAAJYijAAAAEsVKozMmDFDYWFh8vHxUVRUlL7++us8686ZM0fR0dGqUKGCKlSooJiYmHzrAwCA64uXuxMsWbJEw4cPV1JSkqKiojR16lTFxsZq7969qly5co76mzdvVs+ePXXzzTfLx8dHkyZNUseOHfXDDz+oWrVqRTIIAACuFWGjVuUoOzyxswU9KTnc3jMyZcoUDRw4UP3791dERISSkpJUtmxZzZs3L9f677zzjgYNGqRmzZqpfv36mjt3rhwOhzZu3HjFnQcAACWfW2EkIyND27ZtU0xMzP8a8PBQTEyMtm7dWqA2zp07pwsXLqhixYp51jl//rzS0tJcHgAAoHRyK4ycOHFCmZmZCg4OdikPDg5WcnJygdp46qmnFBIS4hJosktMTFRgYKDzERoa6k43AQBACXJVr6aZOHGiFi9erBUrVsjHxyfPevHx8UpNTXU+jh49ehV7CQAAria3TmANCgqSp6enUlJSXMpTUlJUpUqVfKedPHmyJk6cqA0bNqhJkyb51rXb7bLb7e50DQAAlFBu7Rnx9vZWZGSky8mnWSejtm7dOs/pXnzxRY0bN05r1qxRixYtCt9bAABQ6rh9ae/w4cPVt29ftWjRQq1atdLUqVOVnp6u/v37S5L69OmjatWqKTExUZI0adIkjR49WosWLVJYWJjz3BJ/f3/5+/sX4VAAAEBJ5HYYiYuL0/HjxzV69GglJyerWbNmWrNmjfOk1iNHjsjD4387XGbNmqWMjAx1797dpZ2EhASNGTPmynoPoFTiPg3A9cXtMCJJQ4YM0ZAhQ3J9bvPmzS7/Hz58uDCzAAAA14lChREARS/73oDraU9AbntCAFw/CCOABfjwdd/1HNaA0o5f7QUAAJZizwiQD76NA0DxI4wA/4dDJwBgDcIIrluED2vwugPIjjACoETiXiRA6cEJrAAAwFKEEQAAYCkO0wC4rhTmnBUO/wDFizACF6X1UlarT5q0ev7Xi+Jafzk/BShehBEApRYhECgZOGcEAABYij0jyBe7pwEAxY0wArjhaoYzguC1rbSeXwVYgcM0AADAUoQRAABgKQ7TAEWMKzgAwD2EEeAKET4A4MoQRq5jfIgCAK4FhBEAxYrQC+ByCCNwG7fcBq4fvC9xNRBGYBm+MQMAJMIIiglBA0BRYM/M9YEwgmsad7kEgNKPMAKg0NgDBqAoEEYAFAjBI38cTnAf6xSyEEZwxa7mBqWgG3w2cv9TkNeC1xCAlQgjAAgeACxFGEGJxwcpAJRshBGgBOHqopKF5QUUDGEEAK6S0nKSKyELRY0wch3hcMb1geVcsvDB7j5es9KHMAIA15DSsvcEcIeH1R0AAADXN/aMAMA1jsMSKO0II0AJxvkh1ycO5aC04TANAACwFHtGAKAUuNYP5bAXD/lhzwgAALAUe0YAACVaYX8MEtcOwggAlEKc5IqShMM0AADAUoQRAABgKcIIAACwFGEEAABYijACAAAsxdU0AHCduNZvjIbrF2GklOJuhwCAkoIwAgBw4osMrEAYAQCUetwE7tpGGAGA6xR7QXCt4GoaAABgKcIIAACwFGEEAABYijACAAAsRRgBAACW4moaAMB1iTvSXjsII6UEl+gBuJaUxG1Scfa5IG1fz2GIMAIAuCIlMXhci67nPTWcMwIAACxVqD0jM2bM0EsvvaTk5GQ1bdpUr732mlq1apVn/WXLlum5557T4cOHVadOHU2aNEl33HFHoTt9veNbCACUftfTLezd3jOyZMkSDR8+XAkJCfruu+/UtGlTxcbG6tixY7nW//LLL9WzZ0899NBD2r59u7p166Zu3bpp165dV9x5AACuJ2GjVrk8SgubMca4M0FUVJRatmyp6dOnS5IcDodCQ0P12GOPadSoUTnqx8XFKT09XR999JGz7G9/+5uaNWumpKSkAs0zLS1NgYGBSk1NVUBAgDvdvaySkDxL0woHAChe19JnWEE/v906TJORkaFt27YpPj7eWebh4aGYmBht3bo112m2bt2q4cOHu5TFxsZq5cqVec7n/PnzOn/+vPP/1NRUSX8Nqqg5zp/LUVZU82mUsLZI2gEAoKBuHLbssnV2jY29Cj353+fp5fZ7uBVGTpw4oczMTAUHB7uUBwcHa8+ePblOk5ycnGv95OTkPOeTmJiosWPH5igPDQ11p7uFFjj1qswGAABLXO3PuTNnzigwMDDP56/JS3vj4+Nd9qY4HA6dPHlSN9xwg2w2W5HNJy0tTaGhoTp69GiRH/65FjC+kqs0j00q3eMrzWOTGF9JZsXYjDE6c+aMQkJC8q3nVhgJCgqSp6enUlJSXMpTUlJUpUqVXKepUqWKW/UlyW63y263u5SVL1/ena66JSAgoNStdJdifCVXaR6bVLrHV5rHJjG+kuxqjy2/PSJZ3LqaxtvbW5GRkdq4caOzzOFwaOPGjWrdunWu07Ru3dqlviStX78+z/oAAOD64vZhmuHDh6tv375q0aKFWrVqpalTpyo9PV39+/eXJPXp00fVqlVTYmKiJOmJJ55Qu3bt9PLLL6tz585avHixvv32W73++utFOxIAAFAiuR1G4uLidPz4cY0ePVrJyclq1qyZ1qxZ4zxJ9ciRI/Lw+N8Ol5tvvlmLFi3Ss88+q6efflp16tTRypUr1ahRo6IbRSHZ7XYlJCTkOCRUWjC+kqs0j00q3eMrzWOTGF9Jdi2Pze37jAAAABQlfpsGAABYijACAAAsRRgBAACWIowAAABLlfowMmPGDIWFhcnHx0dRUVH6+uuv862/bNky1a9fXz4+PmrcuLFWr159lXpaOO6Mb86cOYqOjlaFChVUoUIFxcTEXPb1sJK7yy7L4sWLZbPZ1K1bt+Lt4BVyd3ynT5/W4MGDVbVqVdntdtWtW/eaXj/dHd/UqVNVr149+fr6KjQ0VMOGDdOff/55lXpbcFu2bFGXLl0UEhIim82W7+9sZdm8ebNuuukm2e121a5dWwsWLCj2fhaWu+N7//331aFDB1WqVEkBAQFq3bq11q69Nn+XqzDLLssXX3whLy8vNWvWrNj6d6UKM77z58/rmWeeUY0aNWS32xUWFqZ58+YVf2ezKdVhZMmSJRo+fLgSEhL03XffqWnTpoqNjdWxY8dyrf/ll1+qZ8+eeuihh7R9+3Z169ZN3bp1065du65yzwvG3fFt3rxZPXv21KZNm7R161aFhoaqY8eO+uWXX65yzy/P3bFlOXz4sEaMGKHo6Oir1NPCcXd8GRkZ6tChgw4fPqzly5dr7969mjNnjqpVq3aVe14w7o5v0aJFGjVqlBISErR792698cYbWrJkiZ5++umr3PPLS09PV9OmTTVjxowC1f/pp5/UuXNntW/fXjt27NDQoUM1YMCAa/YD293xbdmyRR06dNDq1au1bds2tW/fXl26dNH27duLuafuc3dsWU6fPq0+ffrotttuK6aeFY3CjK9Hjx7auHGj3njjDe3du1fvvvuu6tWrV4y9zIMpxVq1amUGDx7s/D8zM9OEhISYxMTEXOv36NHDdO7c2aUsKirK/POf/yzWfhaWu+PL7uLFi6ZcuXLmzTffLK4uFlphxnbx4kVz8803m7lz55q+ffuarl27XoWeFo6745s1a5apVauWycjIuFpdvCLujm/w4MHm1ltvdSkbPny4adOmTbH280pJMitWrMi3zpNPPmkaNmzoUhYXF2diY2OLsWdFoyDjy01ERIQZO3Zs0XeoCLkztri4OPPss8+ahIQE07Rp02LtV1EpyPg+/vhjExgYaH7//fer06l8lNo9IxkZGdq2bZtiYmKcZR4eHoqJidHWrVtznWbr1q0u9SUpNjY2z/pWKsz4sjt37pwuXLigihUrFlc3C6WwY3v++edVuXJlPfTQQ1ejm4VWmPF9+OGHat26tQYPHqzg4GA1atRIEyZMUGZm5tXqdoEVZnw333yztm3b5jyUc+jQIa1evVp33HHHVelzcSpJ25Wi4HA4dObMmWtuu1JY8+fP16FDh5SQkGB1V4rchx9+qBYtWujFF19UtWrVVLduXY0YMUJ//PHHVe/LNfmrvUXhxIkTyszMdN4ZNktwcLD27NmT6zTJycm51k9OTi62fhZWYcaX3VNPPaWQkJAcG0qrFWZsn3/+ud544w3t2LHjKvTwyhRmfIcOHdInn3yi+++/X6tXr9aBAwc0aNAgXbhw4ZrbSBZmfL169dKJEyfUtm1bGWN08eJFPfLII9fkYRp35bVdSUtL0x9//CFfX1+LelY8Jk+erLNnz6pHjx5Wd+WK7d+/X6NGjdJnn30mL6/S93F56NAhff755/Lx8dGKFSt04sQJDRo0SL///rvmz59/VftSaveMIH8TJ07U4sWLtWLFCvn4+FjdnSty5swZ9e7dW3PmzFFQUJDV3SkWDodDlStX1uuvv67IyEjFxcXpmWeeUVJSktVdKxKbN2/WhAkTNHPmTH333Xd6//33tWrVKo0bN87qrsENixYt0tixY7V06VJVrlzZ6u5ckczMTPXq1Utjx45V3bp1re5OsXA4HLLZbHrnnXfUqlUr3XHHHZoyZYrefPPNq753pPRFvf8TFBQkT09PpaSkuJSnpKSoSpUquU5TpUoVt+pbqTDjyzJ58mRNnDhRGzZsUJMmTYqzm4Xi7tgOHjyow4cPq0uXLs4yh8MhSfLy8tLevXsVHh5evJ12Q2GWXdWqVVWmTBl5eno6yxo0aKDk5GRlZGTI29u7WPvsjsKM77nnnlPv3r01YMAASVLjxo2Vnp6uhx9+WM8884zL712VNHltVwICAkrVXpHFixdrwIABWrZs2TW3t7Uwzpw5o2+//Vbbt2/XkCFDJP21XTHGyMvLS+vWrdOtt95qcS+vTNWqVVWtWjUFBgY6yxo0aCBjjP773/+qTp06V60vJfcdfhne3t6KjIzUxo0bnWUOh0MbN25U69atc52mdevWLvUlaf369XnWt1JhxidJL774osaNG6c1a9aoRYsWV6OrbnN3bPXr19fOnTu1Y8cO5+Ouu+5yXr0QGhp6Nbt/WYVZdm3atNGBAwecIUuS9u3bp6pVq15TQUQq3PjOnTuXI3BkBS9Twn8+qyRtVwrr3XffVf/+/fXuu++qc+fOVnenSAQEBOTYrjzyyCOqV6+eduzYoaioKKu7eMXatGmjX3/9VWfPnnWW7du3Tx4eHqpevfrV7Yy1588Wr8WLFxu73W4WLFhgfvzxR/Pwww+b8uXLm+TkZGOMMb179zajRo1y1v/iiy+Ml5eXmTx5stm9e7dJSEgwZcqUMTt37rRqCPlyd3wTJ0403t7eZvny5ea3335zPs6cOWPVEPLk7tiyu9avpnF3fEeOHDHlypUzQ4YMMXv37jUfffSRqVy5snnhhResGkK+3B1fQkKCKVeunHn33XfNoUOHzLp160x4eLjp0aOHVUPI05kzZ8z27dvN9u3bjSQzZcoUs337dvPzzz8bY4wZNWqU6d27t7P+oUOHTNmyZc3IkSPN7t27zYwZM4ynp6dZs2aNVUPIl7vje+edd4yXl5eZMWOGy3bl9OnTVg0hT+6OLbtr/Woad8d35swZU716ddO9e3fzww8/mE8//dTUqVPHDBgw4Kr3vVSHEWOMee2118yNN95ovL29TatWrcxXX33lfK5du3amb9++LvWXLl1q6tata7y9vU3Dhg3NqlWrrnKP3ePO+GrUqGEk5XgkJCRc/Y4XgLvL7lLXehgxxv3xffnllyYqKsrY7XZTq1YtM378eHPx4sWr3OuCc2d8Fy5cMGPGjDHh4eHGx8fHhIaGmkGDBplTp05d/Y5fxqZNm3J9H2WNp2/fvqZdu3Y5pmnWrJnx9vY2tWrVMvPnz7/q/S4od8fXrl27fOtfSwqz7C51rYeRwoxv9+7dJiYmxvj6+prq1aub4cOHm3Pnzl31vtuMKeH7QAEAQIlWas8ZAQAAJQNhBAAAWIowAgAALEUYAQAAliKMAAAASxFGAACApQgjAADAUoQRoIRZsGCBypcvX+zzGTNmjJo1a1Zk7W3evFk2m02nT58u1PRhYWGaOnVqkfUnN7///rsqV66sw4cPF+t8rqZRo0bpscces7obQL4II0Ae+vXrJ5vNluPRqVMnS/sVFxenffv2Fft8RowYkeM3Vaz0zTff6OGHHy7WeYwfP15du3ZVWFiYs+zxxx9XZGSk7HZ7ruFszJgxua4nfn5+zjpz5sxRdHS0KlSooAoVKigmJkZff/11sY4ly4gRI/Tmm2/q0KFDV2V+QGEQRoB8dOrUSb/99pvL4913382z/oULF3KUZWRkFGreeU3n6+t7VX6e3d/fXzfccEOxz6egKlWqpLJlyxZb++fOndMbb7yhhx56KMdzDz74oOLi4nKdbsSIETnWkYiICN17773OOps3b1bPnj21adMmbd26VaGhoerYsaN++eWXYhtPlqCgIMXGxmrWrFnFPi+gsAgjQD7sdruqVKni8qhQoYLzeZvNplmzZumuu+6Sn5+fxo8f7zy8MXfuXNWsWVM+Pj6SpCNHjqhr167y9/dXQECAevTo4fLT8nlNl132wzRZ0y1cuFBhYWEKDAzUfffdpzNnzuQ5rqw2Vq5cqTp16sjHx0exsbE6evRojnYl6c8//1TDhg1d9kwcPHhQ5cqV07x58yT99cu8iYmJqlmzpnx9fdW0aVMtX768wK+1MUZjxozRjTfeKLvdrpCQED3++OPO5y89TLNgwYJc90aMGTPGWX/u3Llq0KCBfHx8VL9+fc2cOTPf+a9evVp2u11/+9vfXMpfffVVDR48WLVq1cp1On9/f5f1IyUlRT/++KNLqHnnnXc0aNAgNWvWTPXr19fcuXOdv2ScxWazaeXKlS5tly9fXgsWLJAkHT58WDabTUuXLlV0dLR8fX3VsmVL7du3T998841atGghf39/3X777Tp+/LhLO126dNHixYvzHT9gJcIIcIXGjBmju+++Wzt37tSDDz4oSTpw4IDee+89vf/++9qxY4ccDoe6du2qkydP6tNPP9X69et16NChHN+2s09XUAcPHtTKlSv10Ucf6aOPPtKnn36qiRMn5jvNuXPnNH78eL311lv64osvdPr0ad1333251vXx8dE777yjN998Ux988IEyMzP1wAMPqEOHDs4xJyYm6q233lJSUpJ++OEHDRs2TA888IA+/fTTAo3hvffe0yuvvKLZs2dr//79WrlypRo3bpxr3bi4uBx7q7y8vNSmTRtJf334jx49WuPHj9fu3bs1YcIEPffcc3rzzTfznP9nn32myMjIAvU1P3PnzlXdunUVHR2dZ51z587pwoULqlixotvtJyQk6Nlnn9V3330nLy8v9erVS08++aSmTZumzz77TAcOHNDo0aNdpmnVqpX++9//lqpzYVDKXPWf5gNKiL59+xpPT0/j5+fn8hg/fryzjiQzdOhQl+kSEhJMmTJlzLFjx5xl69atM56enubIkSPOsh9++MFIMl9//XWe0+Vm/vz5JjAw0GV+ZcuWNWlpac6ykSNHmqioqHzbkOTyS7q7d+82ksz/+3//z9lu9l8offHFF01QUJAZMmSIqVq1qjlx4oQxxpg///zTlC1b1nz55Zcu9R966CHTs2dPY8z/flE0r1/iffnll03dunVNRkZGrs/XqFHDvPLKKznKDxw4YCpWrGhefPFFZ1l4eLhZtGiRS71x48aZ1q1b59q2McZ07drVPPjgg3k+X5BfbP3jjz9MhQoVzKRJk/Kt9+ijj5patWqZP/74w1kmyaxYscKlXmBgoPMXfn/66ScjycydO9f5/LvvvmskmY0bNzrLEhMTTb169VzaSU1NNZLM5s2b8+0XYBUvy1IQUAK0b98+x7H27N9mW7RokWO6GjVqqFKlSs7/d+/erdDQUIWGhjrLIiIiVL58ee3evVstW7bMdbqCCgsLU7ly5Zz/V61aVceOHct3Gi8vL+d8Jal+/frO/rRq1SrXaf71r39p5cqVmj59uj7++GPnOSUHDhzQuXPn1KFDB5f6GRkZat68eYHGcO+992rq1KmqVauWOnXqpDvuuENdunSRl1fem6nU1FTdeeed6ty5s0aOHClJSk9P18GDB/XQQw9p4MCBzroXL15UYGBgnm398ccfeR4aK6gVK1bozJkz6tu3b551Jk6cqMWLF2vz5s2Fml+TJk2cfwcHB0uSyx6k4ODgHMve19dX0l97ZIBrEWEEyIefn59q16592ToFKSvo/AqjTJkyLv/bbDY5HI5CtZWfY8eOad++ffL09NT+/fudVxadPXtWkrRq1SpVq1bNZRq73V6gtkNDQ7V3715t2LBB69ev16BBg/TSSy/p008/zTE+ScrMzFRcXJwCAgL0+uuvO8uz+jJnzhxFRUW5TOPp6Znn/IOCgnTq1KkC9TUvc+fO1Z133ukMCdlNnjxZEydO1IYNG1xCRV4yMzNzlF36WthstlzLsi/7kydPSlKhgi5wNRBGgKugQYMGOnr0qI4ePercO/Ljjz/q9OnTioiIsKRPFy9e1LfffuvcC7J3716dPn1aDRo0yHOaBx98UI0bN3budYiJiVGDBg0UEREhu92uI0eOqF27doXuk6+vr7p06aIuXbpo8ODBql+/vnbu3KmbbropR91hw4Zp586d+vbbb132MAQHByskJESHDh3S/fffX+B5N2/eXG+//Xah+/7TTz9p06ZN+vDDD3N9/sUXX9T48eO1du3aXPemSXI5ofn48ePOYHWldu3apTJlyqhhw4ZF0h5Q1AgjQD7Onz+v5ORklzIvLy8FBQW51U5MTIwaN26s+++/X1OnTtXFixc1aNAgtWvXLs8PpuJWpkwZPfbYY3r11Vfl5eWlIUOG6G9/+1ueh2hmzJihrVu36vvvv1doaKhWrVql+++/X1999ZXKlSunESNGaNiwYXI4HGrbtq1SU1P1xRdfKCAgIN/DFlkWLFigzMxMRUVFqWzZsnr77bfl6+urGjVq5Kg7f/58zZw5UytWrJDNZnMuI39/f/n7+2vs2LF6/PHHFRgYqE6dOun8+fP69ttvderUKQ0fPjzX+cfGxio+Pl6nTp1yuWLqwIEDOnv2rJKTk/XHH384TyyOiIiQt7e3s968efNUtWpV3X777TnanjRpkkaPHq1FixYpLCwsR3+zvPLKK2ratKkCAwP13HPPSforJP7++++Xff3y89lnnzmvwAGuRVxNA+RjzZo1qlq1qsujbdu2brdjs9n0wQcfqEKFCrrlllsUExOjWrVqacmSJcXQ64IpW7asnnrqKfXq1Utt2rSRv79/nv3Zs2ePRo4cqZkzZzr37MycOVMnTpxwfmiOGzdOzz33nBITE9WgQQN16tRJq1atUs2aNQvUn/Lly2vOnDlq06aNmjRpog0bNujf//53rvc6+fTTT5WZmam77rrLZdlMnjxZkjRgwADNnTtX8+fPV+PGjdWuXTstWLAg3740btxYN910k5YuXepSPmDAADVv3lyzZ8/Wvn371Lx5czVv3ly//vqrs47D4dCCBQvUr1+/XA8FzZo1SxkZGerevXuu/c3SqVMn3XfffWrRooWqV6+uwYMHa8aMGdq1a1eBXsO8LF682OX8GeBaYzPGGKs7AeDqWrBggYYOHVroW7OXVqtWrdLIkSO1a9cueXhc3e9qNptNK1asULdu3Yq03Y8//lj/+te/9P333+d7MjBgJdZMAPg/nTt31v79+/XLL7+4XPlUkqWnp2v+/PkEEVzTWDsB4BJDhw61ugtFqnv37lZ3AbgsDtMAAABLcQIrAACwFGEEAABYijACAAAsRRgBAACWIowAAABLEUYAAIClCCMAAMBShBEAAGApwggAALDU/wcfZ/SGU96HPAAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "displ = numpy.sqrt(((pixel_coord - pixel_coord_raw)**2).sum(axis=-1))\n", "displ /= pilatus.pixel1 #convert in pixel units\n", "fig, ax = subplots()\n", "ax.hist(displ.ravel(), 100)\n", "ax.set_title(\"Displacement of pixels versus the reference representation\")\n", "ax.set_xlabel(\"Error in pixel size (172µm)\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [], "source": [ "misaligned = numpy.vstack((pixel_coord_raw[..., 2].ravel(), #x\n", " pixel_coord_raw[..., 1].ravel())) #y\n", "\n", "reference = numpy.vstack((pixel_coord[..., 2].ravel(), #x\n", " pixel_coord[..., 1].ravel())) #y" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 3.09 s, sys: 51.7 ms, total: 3.15 s\n", "Wall time: 277 ms\n" ] } ], "source": [ "#Kabsch alignment of the whole detector ... \n", "\n", "def kabsch(P, R):\n", " \"Align P on R\"\n", " centroid_P = P.mean(axis=0)\n", " centroid_R = R.mean(axis=0)\n", " centered_P = P - centroid_P\n", " centered_R = R - centroid_R\n", " C = numpy.dot(centered_P.T, centered_R)\n", " V, S, W = numpy.linalg.svd(C)\n", " d = (numpy.linalg.det(V) * numpy.linalg.det(W)) < 0.0\n", " if d:\n", " S[-1] = -S[-1]\n", " V[:, -1] = -V[:, -1]\n", " # Create Rotation matrix U\n", " U = numpy.dot(V, W)\n", " P = numpy.dot(centered_P, U)\n", " return P + centroid_R\n", " \n", "%time aligned = kabsch(misaligned.T, reference.T).T" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "displ = numpy.sqrt(((aligned-reference)**2).sum(axis=0))\n", "displ /= pilatus.pixel1 #convert in pixel units\n", "fig, ax = subplots()\n", "ax.hist(displ.ravel(), 100)\n", "ax.set_title(\"Displacement of pixels versus the reference representation\")\n", "ax.set_xlabel(\"Pixel size (172µm)\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [], "source": [ "pixel_coord_aligned = pixel_coord.copy()\n", "pixel_coord_aligned[...,1] = aligned[1,:].reshape(pixel_coord.shape[:-1])\n", "pixel_coord_aligned[...,2] = aligned[0,:].reshape(pixel_coord.shape[:-1])\n", "\n", "pilatus.set_pixel_corners(pixel_coord_aligned)\n", "pilatus.mask = all_masks\n", "pilatus.save(\"Pilatus_ID15_Kabsch.h5\")" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = subplots(1, 2, figsize=(8, 4))\n", "ax[0].imshow((pixel_coord_aligned[...,2].mean(axis=-1) - pixel_coord[...,2].mean(axis=-1))/pilatus.pixel2)\n", "ax[0].set_title(\"Displacement x (in pixel)\")\n", "ax[1].imshow((pixel_coord_aligned[...,1].mean(axis=-1) - pixel_coord[...,1].mean(axis=-1))/pilatus.pixel1)\n", "ax[1].set_title(\"Displacement y (in pixel)\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Validation of the result\n", "\n", "To validate the improvement obtained, one can perform the experiment calibration and the 2D integration of a reference compound, the 2D integration with either the reference from Dectris or this freshly refined detector.\n", "\n" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# The geometry has been obtained from pyFAI\n", "geo = { \"dist\": 0.8001094657585498,\n", " \"poni1\": 0.14397714477803805,\n", " \"poni2\": 0.12758748978422835,\n", " \"rot1\": 0.0011165686147339689,\n", " \"rot2\": 0.0002214091645638961,\n", " \"rot3\": 0,\n", " \"detector\": \"Pilatus2MCdTe\"}\n", "ai_unc = AzimuthalIntegrator(**geo)\n", "geo[\"detector\"] = \"Pilatus_ID15_Kabsch.h5\"\n", "ai_cor = AzimuthalIntegrator(**geo)\n", "fig, ax = subplots(1, 2, figsize=(8,4))\n", "method = (\"pseudo\", \"histogram\", \"cython\")\n", "res_unc = ai_unc.integrate2d_ng(rings, 100, 100, radial_range=(7.9, 8.2), unit=\"2th_deg\", method=method, mask=all_masks)\n", "res_cor = ai_cor.integrate2d_ng(rings, 100, 100, radial_range=(7.9, 8.2), unit=\"2th_deg\", method=method, mask=all_masks)\n", "opts = {\"origin\":\"lower\",\n", " \"extent\": [res_unc.radial.min(), res_unc.radial.max(), -180, 180], \n", " \"aspect\":\"auto\",\n", " \"cmap\":\"inferno\"}\n", "ax[0].imshow(res_unc[0], **opts)\n", "ax[1].imshow(res_cor[0], **opts)\n", "ax[0].set_xlabel(r\"Scattering angle 2$\\theta$ ($^{o}$)\")\n", "ax[1].set_xlabel(r\"Scattering angle 2$\\theta$ ($^{o}$)\")\n", "ax[0].set_ylabel(r\"Azimuthal angle $\\chi$ ($^{o}$)\")\n", "ax[0].set_title(\"Uncorrected\")\n", "ax[1].set_title(\"Corrected\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Conclusion\n", "\n", "This tutorial presents the way to calibrate a module based detector using the Pilatus2M CdTe from ESRF-ID15.\n", "The HDF5 file generated is directly useable by any parts of pyFAI, the reader is invited in calibrating the rings images with the default definition and with this optimized definition and check the residual error is almost divided by a factor two.\n", "\n", "To come back on the precision of the localization of the pixel: not all the pixel are within the specifications provided by Dectris which claims the misaliment of the modules is within one pixel.\n", "\n" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total execution time: 72.660s\n" ] } ], "source": [ "print(f\"Total execution time: {time.perf_counter()-start_time:.3f}s\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.11.2" } }, "nbformat": 4, "nbformat_minor": 4 }