{ "cells": [ { "cell_type": "markdown", "id": "8463f5da-ca6d-4f05-8de8-8c131c559c8b", "metadata": {}, "source": [ "# Calibration of modular detectors using Debye-Scherrer rings\n", "\n", "Large pixel detectors are not monolithic: they are assembled from individual modules, each of\n", "them nearly perfect since produced by lithography, but positioned with the tolerance of a\n", "mechanical assembly. The resulting misalignments are small — a fraction of a pixel — yet they\n", "are large enough to show up as steps in the position of the powder rings at the module\n", "boundaries, and to limit the accuracy of any strain measurement performed with such a detector.\n", "\n", "The usual way to characterize this distortion is to image a calibration object, typically a\n", "metal plate drilled with a grid of holes. This has two limitations: the machining tolerance of\n", "the object itself, and the fact that the grid only samples the distortion at its nodes, which\n", "restricts the correction to its low-frequency components.\n", "\n", "The method demonstrated in this tutorial replaces the grid by the diffraction signal itself.\n", "Debye-Scherrer rings are continuous, they are recorded through the very same optical path as\n", "the data, and they cover the whole surface of the detector: this gives access to all spatial\n", "frequencies of the distortion. Several images are recorded with different beam-center\n", "positions, so that every module sees rings at various places, and a single least-squares fit\n", "refines simultaneously the position of every module (2 translations and 1 rotation each) and\n", "the experimental geometry of every image.\n", "\n", "Developed initially by Jonathan P. Wright, Carlotta Giacobbe and Eleanor Lawrence Bright from\n", "ESRF-ID11 in https://doi.org/10.3390/cryst12020255, the method is applied here to the Eiger2\n", "CdTe 4M of ID11, and its outcome is compared with the tabulated geometry of the detector and\n", "with the geometry measured from a grid of holes.\n", "\n", "Images can be obtained from:\n", "https://www.silx.org/pub/pyFAI/detector_calibration/Eiger2-ID11/CeO2_Spatial_distortion_apr2021.tar.gz\n", "In this tutorial, we start from the control-points used for calibrating the detector position for all 4\n", "geometries, using for instance `pyFAI-calib2` on each of the 4 images available in the archive.\n", "Once the geometry optained with good confidence, return to the third tab called \"Peak picking\". \n", "Select and click \"Extract all rings\". \n", "Tune the \"Number of peaks per degree\" as high as the quality of your data permits, stop when out-of-ring control-point get picked.\n", "For this tutorial, control points and PONIs needs to be saved in files with the same basename, respectively in the third and fith tab of `pyFAI-calib2`)." ] }, { "cell_type": "code", "execution_count": 1, "id": "5801061a-9d00-49d6-9224-143b12d97263", "metadata": {}, "outputs": [], "source": [ "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "id": "6b8755a8-0d0a-4f4f-abc0-b85b74029a56", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using pyFAI version 2026.9.0-dev0\n" ] } ], "source": [ "import glob\n", "import os\n", "import time\n", "from matplotlib.pyplot import subplots\n", "from IPython.display import Markdown\n", "import numpy\n", "import pyFAI\n", "from pyFAI.gui import jupyter\n", "from pyFAI.control_points import ControlPoints\n", "from pyFAI.goniometer import SingleGeometry\n", "from pyFAI.detectors.multi_module import MultiModuleRefinement\n", "from pyFAI.utils.grid import Kabsch\n", "print(f\"Using pyFAI version {pyFAI.version}\")\n", "start_time = time.perf_counter()" ] }, { "cell_type": "code", "execution_count": 3, "id": "3dc373f4-06e5-4a10-81a9-fa569f23af19", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Control-points files: geom_0001.npt, geom_0002.npt, geom_0003.npt, geom_0004.npt\n", "Total number of control-points: 62136\n" ] } ], "source": [ "ponis = glob.glob(\"*.poni\")\n", "ponis.sort()\n", "cpf = glob.glob(\"*.npt\")\n", "cpf.sort()\n", "tabulated_detector = pyFAI.detector_factory(\"Eiger2_CdTe_4M\")\n", "print(\"Control-points files: \"+ \", \".join(cpf))\n", "print(\"Total number of control-points: \", sum( len(ControlPoints(c).getListRing()) for i, c in enumerate(cpf)))" ] }, { "cell_type": "code", "execution_count": 4, "id": "8f674fad-ec2e-4804-951c-1f1ff2210a0a", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = subplots(2,2, figsize=(10,8))\n", "\n", "shape = pyFAI.load(ponis[0]).detector.shape\n", "for i, c in enumerate(cpf):\n", " img = numpy.zeros(tabulated_detector.shape)\n", " img[tabulated_detector.mask>0] = numpy.nan\n", " cp = ControlPoints(c)\n", " y, x, n = numpy.array(cp.getList()).T\n", " ax[i//2, i%2].imshow(img, origin=\"lower\")\n", " ax[i//2, i%2].set_title(c)\n", " ax[i//2, i%2].scatter(x, y, 1, c=n)" ] }, { "cell_type": "markdown", "id": "4232c95e-a6f4-4831-a534-6bdd54b562ed", "metadata": {}, "source": [ "The four calibration images, with their control points colored by ring index: the beam center\n", "moves from one image to the next, so that each block of pixels sees rings at different places." ] }, { "cell_type": "code", "execution_count": 5, "id": "5dffcceb-0e93-4ad7-aeaf-45888e6062be", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Visualization of the need for calibration of module position\n", "ring_idx = 0# 15\n", "\n", "fig,ax = subplots()\n", "for i, (c,p) in enumerate(zip(cpf, ponis)):\n", " ai = pyFAI.load(p)\n", " cp = pyFAI.control_points.ControlPoints(c)\n", " ring = numpy.array([(d[0], d[1]) for d in cp.getListRing() if d[2] == ring_idx])\n", " d0, d1 = ring.T\n", " tth = numpy.rad2deg(ai.tth(d0, d1))\n", " chi = numpy.rad2deg(ai.chi(d0, d1))\n", " ax.scatter(chi, tth, s=1)\n", "ax.set_xlabel(r\"Azimthal angle ($\\chi ^o$)\")\n", "ax.set_ylabel(r\"Radial angle (2$\\theta ^o$)\")\n", "ax.set_title(f\"Spread of radial angle for ring #{ring_idx}\");" ] }, { "cell_type": "markdown", "id": "ed07e2ec-26be-4ae4-ada6-2031b8fd9f56", "metadata": {}, "source": [ "The same ring, seen through the nominal geometry of the detector, does not sit at a constant\n", "radial angle: the 2θ position of the control points of ring #0 jumps by a few millidegrees\n", "from one azimuthal sector to the next. Those steps occur at the module boundaries and are\n", "precisely what the module refinement is meant to remove — the same plot is drawn again at the\n", "end of this notebook, for the three descriptions of the detector.\n", "\n", "## The Eiger2 4M is made of 4×4 blocks of pixels\n", "\n", "The detector is physically assembled from 2×4 modules, but each of them is split in two halves\n", "by a 2-pixel gap: this gives 4×4 blocks of pixels, which are the elements whose position is\n", "refined here. They are labelled from 1 to 16 by `ndimage.label` on the mask of the detector." ] }, { "cell_type": "code", "execution_count": 6, "id": "ca5c8c5c-38f7-4b19-b57b-d883280d6b6a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MultiModule with 16 modules:\n", " 1: Module centered at (256.0, 256.5).\n", " 2: Module centered at (256.0, 771.5).\n", " 3: Module centered at (256.0, 1296.5).\n", " 4: Module centered at (256.0, 1811.5).\n", " 5: Module centered at (806.0, 256.5).\n", " 6: Module centered at (806.0, 771.5).\n", " 7: Module centered at (806.0, 1296.5).\n", " 8: Module centered at (806.0, 1811.5).\n", " 9: Module centered at (1356.0, 256.5).\n", " 10: Module centered at (1356.0, 771.5).\n", " 11: Module centered at (1356.0, 1296.5).\n", " 12: Module centered at (1356.0, 1811.5).\n", " 13: Module centered at (1906.0, 256.5).\n", " 14: Module centered at (1906.0, 771.5).\n", " 15: Module centered at (1906.0, 1296.5).\n", " 16: Module centered at (1906.0, 1811.5).\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# This is the detector used on ID11\n", "detector = pyFAI.detector_factory(\"Eiger2_CdTe_4M\")\n", "mm = MultiModuleRefinement.from_detector(detector)\n", "ax = jupyter.display(1-detector.mask)\n", "for i,j in mm.modules.items():\n", " ax.annotate(str(i), [float(k.ravel()[0]) for k in j.center[-1::-1]])\n", "print(mm)" ] }, { "cell_type": "code", "execution_count": 7, "id": "7267021c-a6fc-44b7-bc14-8ce1c932c413", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Module # 1 free\n", "Module # 2 free\n", "Module # 3 free\n", "Module # 4 free\n", "Module # 5 free\n", "Module # 6 fixed\n", "Module # 7 free\n", "Module # 8 free\n", "Module # 9 free\n", "Module #10 free\n", "Module #11 free\n", "Module #12 free\n", "Module #13 free\n", "Module #14 free\n", "Module #15 free\n", "Module #16 free\n" ] } ], "source": [ "# Let all modules free, except #6 which is close to the center.\n", "\n", "for i,j in mm.modules.items(): \n", " if i==6:\n", " mm.modules[i].fixed = True\n", " print(f\"Module #{i:2d} {'fixed' if j.fixed else 'free'}\")" ] }, { "cell_type": "markdown", "id": "89b093b8-8a68-4a77-bc4c-44eaa597c1d3", "metadata": {}, "source": [ "## Calibration of the detector\n", "\n", "Special care must be taken to obtain sub-pixel precision:\n", "* Use a good calibrant providing thin rings ($\\rm CeO_2$ 0.25µm crystalite size)\n", "* Use a monochromatic beam (55 keV)\n", "* Use a small beam (200 µm)\n", "* Use a fine capillary (500 µm) of non-absorbing material (kapton)\n", "* Rotate the capillary (360°)\n", "* Every single module of the detector should see at least one ring on each image\n", "* Several beam-center positions should be used, ideally one in the center of the detector and in the four corners\n", "* The detector should be far enough from the sample so that parallax effects are negligible\n", "* Collect very intense rings to be able to extract many control points precisely.\n", "* Control points should not be taken on the \"double pixel\", so addapt the mask accordingly.\n", "\n", "**Now let us load the geometries together with their associated control points:**" ] }, { "cell_type": "code", "execution_count": 8, "id": "e97dfc59-1891-4ddf-8ab2-fb90e68056df", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loading Geometry: `geom_0001.poni` with control points: `geom_0001.npt`: CeO2 Calibrant with 769 reflections at wavelength 2.2543e-11\n", "+------+------+\n", "|Module|Points|\n", "+------+------+\n", "| 1| 869|\n", "| 2| 1010|\n", "| 3| 979|\n", "| 4| 848|\n", "| 5| 983|\n", "| 6| 424|\n", "| 7| 438|\n", "| 8| 841|\n", "| 9| 961|\n", "| 10| 441|\n", "| 11| 449|\n", "| 12| 809|\n", "| 13| 859|\n", "| 14| 917|\n", "| 15| 899|\n", "| 16| 865|\n", "+------+------+\n", "Loading Geometry: `geom_0002.poni` with control points: `geom_0002.npt`: CeO2 Calibrant with 769 reflections at wavelength 2.2543e-11\n", "+------+------+\n", "|Module|Points|\n", "+------+------+\n", "| 1| 1565|\n", "| 2| 1276|\n", "| 3| 887|\n", "| 4| 975|\n", "| 5| 1675|\n", "| 6| 1135|\n", "| 7| 786|\n", "| 8| 412|\n", "| 9| 1630|\n", "| 10| 1148|\n", "| 11| 771|\n", "| 12| 400|\n", "| 13| 1561|\n", "| 14| 1278|\n", "| 15| 845|\n", "| 16| 858|\n", "+------+------+\n", "Loading Geometry: `geom_0003.poni` with control points: `geom_0003.npt`: CeO2 Calibrant with 769 reflections at wavelength 2.2543e-11\n", "+------+------+\n", "|Module|Points|\n", "+------+------+\n", "| 1| 1624|\n", "| 2| 1371|\n", "| 3| 1350|\n", "| 4| 1318|\n", "| 5| 1594|\n", "| 6| 1270|\n", "| 7| 839|\n", "| 8| 918|\n", "| 9| 1605|\n", "| 10| 1144|\n", "| 11| 754|\n", "| 12| 396|\n", "| 13| 1649|\n", "| 14| 1150|\n", "| 15| 792|\n", "| 16| 406|\n", "+------+------+\n", "Loading Geometry: `geom_0004.poni` with control points: `geom_0004.npt`: CeO2 Calibrant with 769 reflections at wavelength 2.2543e-11\n", "+------+------+\n", "|Module|Points|\n", "+------+------+\n", "| 1| 1352|\n", "| 2| 1290|\n", "| 3| 1293|\n", "| 4| 1361|\n", "| 5| 884|\n", "| 6| 941|\n", "| 7| 911|\n", "| 8| 858|\n", "| 9| 985|\n", "| 10| 444|\n", "| 11| 465|\n", "| 12| 757|\n", "| 13| 967|\n", "| 14| 435|\n", "| 15| 440|\n", "| 16| 779|\n", "+------+------+\n", "Number of parameters to refine (modules + configurations): 65\n" ] } ], "source": [ "for i in zip(cpf, ponis):\n", " print(f\"Loading Geometry: `{i[1]}` with control points: \", end=\"\")\n", " mm.load_control_points(*i, verbose=True) \n", "print(\"Number of parameters to refine (modules + configurations): \", mm.nb_param)" ] }, { "cell_type": "code", "execution_count": 9, "id": "66ceafd8-31ba-442d-9135-4c0a8328e092", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "`param` is the concatenation of the displacement of the modules (45 values) and the 4 (geometries) x 5 poni-parameters\n", "[ 0. 0. 0. 0. 0. 0.\n", " 0. 0. 0. 0. 0. 0.\n", " 0. 0. 0. 0. 0. 0.\n", " 0. 0. 0. 0. 0. 0.\n", " 0. 0. 0. 0. 0. 0.\n", " 0. 0. 0. 0. 0. 0.\n", " 0. 0. 0. 0. 0. 0.\n", " 0. 0. 0. 0.42051061 0.08519858 0.07923709\n", " -0.00045326 -0.0014653 0.42058144 0.08531912 0.14839767 -0.00229473\n", " -0.00143057 0.42075994 0.12025968 0.14827869 -0.00224953 -0.00138334\n", " 0.42071487 0.11996403 0.08088361 -0.00096251 -0.00097806]\n", "Or in a better representation:\n", "module # 1: d0 = 0.0, d1 = 0.0, rot = 0.0,\n", "module # 2: d0 = 0.0, d1 = 0.0, rot = 0.0,\n", "module # 3: d0 = 0.0, d1 = 0.0, rot = 0.0,\n", "module # 4: d0 = 0.0, d1 = 0.0, rot = 0.0,\n", "module # 5: d0 = 0.0, d1 = 0.0, rot = 0.0,\n", "module # 6: Fixed\n", "module # 7: d0 = 0.0, d1 = 0.0, rot = 0.0,\n", "module # 8: d0 = 0.0, d1 = 0.0, rot = 0.0,\n", "module # 9: d0 = 0.0, d1 = 0.0, rot = 0.0,\n", "module #10: d0 = 0.0, d1 = 0.0, rot = 0.0,\n", "module #11: d0 = 0.0, d1 = 0.0, rot = 0.0,\n", "module #12: d0 = 0.0, d1 = 0.0, rot = 0.0,\n", "module #13: d0 = 0.0, d1 = 0.0, rot = 0.0,\n", "module #14: d0 = 0.0, d1 = 0.0, rot = 0.0,\n", "module #15: d0 = 0.0, d1 = 0.0, rot = 0.0,\n", "module #16: d0 = 0.0, d1 = 0.0, rot = 0.0,\n", "geom_0001.npt: dist = 0.420511, poni1= 0.085199, poni2= 0.079237, rot1 = -0.000453, rot2 = -0.001465,\n", "geom_0002.npt: dist = 0.420581, poni1= 0.085319, poni2= 0.148398, rot1 = -0.002295, rot2 = -0.001431,\n", "geom_0003.npt: dist = 0.420760, poni1= 0.120260, poni2= 0.148279, rot1 = -0.002250, rot2 = -0.001383,\n", "geom_0004.npt: dist = 0.420715, poni1= 0.119964, poni2= 0.080884, rot1 = -0.000963, rot2 = -0.000978,\n" ] } ], "source": [ "param = mm.init_param()\n", "print(\"`param` is the concatenation of the displacement of the modules (45 values) and the 4 (geometries) x 5 poni-parameters\") \n", "print(param)\n", "print(\"Or in a better representation:\")\n", "mm.print_param()" ] }, { "cell_type": "code", "execution_count": 10, "id": "9b203280-8345-4a21-b306-da6056543801", "metadata": {}, "outputs": [], "source": [ "mm.init_q_theo()" ] }, { "cell_type": "markdown", "id": "9cdb305f-0517-492c-aeba-079e76beb016", "metadata": {}, "source": [ "Both the 45 parameters describing the displacement of the modules and the 4 sets of PONI-parameters are refined at once." ] }, { "cell_type": "code", "execution_count": 11, "id": "13b7ef36-ff1e-4c4b-ad27-02599acc82a5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 27.2 s, sys: 97.6 ms, total: 27.3 s\n", "Wall time: 2.83 s\n" ] } ], "source": [ "%time res = mm.refine(param, method=\"lm\")" ] }, { "cell_type": "code", "execution_count": 12, "id": "3d55afb6-9a5c-4434-874f-3ae07ada7ead", "metadata": {}, "outputs": [ { "data": { "text/plain": [ " message: `ftol` termination condition is satisfied.\n", " success: True\n", " status: 2\n", " fun: [ 4.201e-03 4.815e-03 ... 1.349e-02 -5.571e-03]\n", " x: [ 3.585e-01 -4.564e-01 ... -1.430e-03 -1.251e-03]\n", " cost: 1.7069226713085581\n", " jac: [[ 0.000e+00 -0.000e+00 ... -0.000e+00 -0.000e+00]\n", " [ 0.000e+00 -0.000e+00 ... -0.000e+00 -0.000e+00]\n", " ...\n", " [-3.676e-02 -2.445e-02 ... -1.522e+02 2.292e+02]\n", " [-3.736e-02 -2.353e-02 ... -1.465e+02 2.329e+02]]\n", " grad: [ 6.272e-07 -1.817e-06 ... -1.642e-06 -1.185e-06]\n", " optimality: 4.504614707911969e-06\n", " active_mask: [0 0 ... 0 0]\n", " nfev: 4\n", " njev: None\n", " chi2_before: 0.00010871623083245781\n", " chi2_after: 5.494150480586321e-05\n", " applied: True" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "res" ] }, { "cell_type": "code", "execution_count": 13, "id": "f28137a0-b207-4970-83b0-6e2d5d083b8d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "module # 1: d0 = 0.358486 ± 0.020636, d1 = -0.456418 ± 0.019417, rot = 0.000954 ± 0.000028,\n", "module # 2: d0 = -0.139337 ± 0.009246, d1 = -0.503791 ± 0.015935, rot = 0.000844 ± 0.000026,\n", "module # 3: d0 = -0.293870 ± 0.010414, d1 = -0.404383 ± 0.015934, rot = 0.000216 ± 0.000026,\n", "module # 4: d0 = -0.422150 ± 0.019388, d1 = -0.435937 ± 0.018250, rot = 0.000323 ± 0.000028,\n", "module # 5: d0 = -0.107558 ± 0.018163, d1 = -0.359814 ± 0.008214, rot = -0.000020 ± 0.000027,\n", "module # 6: Fixed\n", "module # 7: d0 = 0.123252 ± 0.010296, d1 = -0.399504 ± 0.007484, rot = -0.000831 ± 0.000028,\n", "module # 8: d0 = -0.297001 ± 0.019260, d1 = -0.543292 ± 0.009200, rot = 0.000384 ± 0.000029,\n", "module # 9: d0 = 0.084110 ± 0.019106, d1 = -0.325008 ± 0.010226, rot = 0.000330 ± 0.000027,\n", "module #10: d0 = -0.057456 ± 0.010772, d1 = -0.044165 ± 0.010142, rot = 0.000462 ± 0.000029,\n", "module #11: d0 = -0.120670 ± 0.011741, d1 = -0.161691 ± 0.010680, rot = 0.000591 ± 0.000029,\n", "module #12: d0 = -0.434111 ± 0.020275, d1 = -0.144058 ± 0.011873, rot = 0.000766 ± 0.000031,\n", "module #13: d0 = 0.239451 ± 0.021826, d1 = 0.122557 ± 0.021241, rot = -0.001133 ± 0.000029,\n", "module #14: d0 = -0.097631 ± 0.011467, d1 = -0.052698 ± 0.020928, rot = 0.000625 ± 0.000029,\n", "module #15: d0 = -0.172935 ± 0.012377, d1 = -0.131551 ± 0.021074, rot = -0.000168 ± 0.000030,\n", "module #16: d0 = -0.061175 ± 0.021511, d1 = 0.086001 ± 0.022005, rot = 0.000102 ± 0.000031,\n", "geom_0001.npt: dist = 0.420521 ± 0.000002, poni1= 0.085221 ± 0.000014, poni2= 0.078865 ± 0.000014, rot1 = -0.001273 ± 0.000033, rot2 = -0.001533 ± 0.000032,\n", "geom_0002.npt: dist = 0.420655 ± 0.000005, poni1= 0.085281 ± 0.000011, poni2= 0.148256 ± 0.000011, rot1 = -0.002620 ± 0.000026, rot2 = -0.001401 ± 0.000026,\n", "geom_0003.npt: dist = 0.420832 ± 0.000005, poni1= 0.120246 ± 0.000011, poni2= 0.148148 ± 0.000011, rot1 = -0.002567 ± 0.000026, rot2 = -0.001393 ± 0.000025,\n", "geom_0004.npt: dist = 0.420723 ± 0.000003, poni1= 0.120079 ± 0.000011, poni2= 0.080675 ± 0.000013, rot1 = -0.001430 ± 0.000029, rot2 = -0.001251 ± 0.000025,\n" ] } ], "source": [ "# Precision of the fit, from the jacobian of the residuals:\n", "sigma = mm.calc_uncertainties(res)\n", "mm.print_param(res.x, sigma)" ] }, { "cell_type": "code", "execution_count": 14, "id": "d5239d5d-5656-42da-8baf-8d5b430f5197", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Improvement of refined cost from 6.755191719005598 --> 3.4138453426171163\n" ] } ], "source": [ "print(f\"Improvement of refined cost from {mm.cost(param)} --> {mm.cost(res.x)}\")" ] }, { "cell_type": "markdown", "id": "md-save-detector", "metadata": {}, "source": [ "## Saving the refined detector\n", "\n", "`MultiModule.to_detector` applies the displacement of every module to the corners of the\n", "pixels of the tabulated detector and returns a `Detector` object where the position of the\n", "4 corners of each pixel is stored explicitly. This is the only way to describe a detector\n", "which is neither uniform nor contiguous, and the NeXus format is the only one able to store\n", "it. Such a file is read back with `pyFAI.detector_factory` and used like any other detector,\n", "for example in a poni-file." ] }, { "cell_type": "code", "execution_count": 23, "id": "code-save-detector", "metadata": {}, "outputs": [], "source": [ "# Build a detector from the displaced modules:\n", "refined_detector = mm.to_detector()" ] }, { "cell_type": "markdown", "id": "f83c20b5-5f1d-4b94-9141-8e309138b853", "metadata": {}, "source": [ "### Removing the arbitrary rigid motion\n", "\n", "The refinement constrains the *relative* position of the modules, not the position of the\n", "detector as a whole: a global translation and rotation of all the modules is exactly\n", "compensated by the poni-parameters of the four geometries. Fixing module #6 removes this\n", "singularity but leaves the whole pixel grid shifted with respect to the tabulated detector,\n", "which makes the refined values hard to interpret and the resulting poni-files hard to\n", "compare.\n", "\n", "The `Kabsch` algorithm provides the rigid transformation — one rotation and one translation —\n", "which brings the refined pixel grid as close as possible to the tabulated one, in the\n", "least-squares sense. Applying it does not change the shape of the detector, hence neither the\n", "quality of the calibration, it only removes the arbitrary part of the solution." ] }, { "cell_type": "code", "execution_count": 16, "id": "26017e44-e36c-42d9-9b5b-9582fc6f6dfe", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Rigid transformation of angle -0.000° and translation [[ 0.00000000e+00 -1.37682783e-05 3.73835678e-05]], RMSD=0.000017\n" ] } ], "source": [ "# Re-center pixels so that they are as close as possible to the tabulated detector\n", "pixel = tabulated_detector.pixel1\n", "pixel_coord_tab = tabulated_detector.get_pixel_corners().astype(numpy.float64)\n", "pixel_coord_pow = refined_detector.get_pixel_corners().astype(numpy.float64)\n", "displ_refined = numpy.sqrt(((pixel_coord_pow - pixel_coord_tab)**2).sum(axis=-1))/pixel\n", "\n", "kabsch = Kabsch(pixel_coord_tab.reshape((-1, 3)), pixel_coord_pow.reshape((-1, 3)))\n", "print(kabsch)\n", "pixel_coord_cen = kabsch.correct(pixel_coord_pow.reshape((-1, 3))).reshape(pixel_coord_tab.shape)\n", "displ_aligned = numpy.sqrt(((pixel_coord_cen - pixel_coord_tab)**2).sum(axis=-1))/pixel" ] }, { "cell_type": "code", "execution_count": 17, "id": "93e1f715-f760-4e30-9b83-c19a80c563f3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Maximum displacement, before: 0.92, after: 0.68\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = subplots()\n", "ax.hist(displ_refined.ravel(), 100, label=\"refined before alignment\", alpha=0.5)\n", "ax.hist(displ_aligned.ravel(), 100, label=\"refined after alignment\", alpha=0.5)\n", "ax.set_title(\"Displacement of pixel corners with respect to the tabulated detector\")\n", "ax.set_xlabel(\"Distance in pixels\")\n", "ax.set_ylabel(\"Number of pixel corners\")\n", "ax.legend();\n", "print(f\"Maximum displacement, before: {displ_refined.max():.2f}, after: {displ_aligned.max():.2f}\")" ] }, { "cell_type": "markdown", "id": "a935b705-73fa-4d53-b41f-f3fc3178de74", "metadata": {}, "source": [ "Before the alignment, the histogram shows the deformation of the detector itself, module by\n", "module: module #6 is exactly at zero since it was kept fixed during the refinement, and the\n", "other modules are spread according to how far they sit from it. After the alignment, every\n", "module has moved — module #6 included — but the mean displacement with respect to a regular\n", "pixel layout is as small as it can be. Here the rigid motion removed is almost a pure\n", "translation of half a pixel, and the maximum displacement drops from 0.92 to 0.68 pixel." ] }, { "cell_type": "code", "execution_count": 18, "id": "84b91dab-9377-483e-9b9a-e32773c8d6bb", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Eiger2CdTe_4M_ID11_powder.h5: 12.5 MB\n", "Detector detector from NeXus file: Eiger2CdTe_4M_ID11_powder.h5\t PixelSize= 75µm, 75µm\t BottomRight (3)\n" ] } ], "source": [ "detector_file = \"Eiger2CdTe_4M_ID11_powder.h5\"\n", "if os.path.exists(detector_file):\n", " os.remove(detector_file)\n", "refined_detector.set_pixel_corners(pixel_coord_cen)\n", "refined_detector.save(detector_file)\n", "print(f\"{detector_file}: {os.stat(detector_file).st_size/1e6:.1f} MB\")\n", "print(pyFAI.detector_factory(detector_file))" ] }, { "cell_type": "markdown", "id": "820172ef-3aab-4a4d-a580-a40210e67b9b", "metadata": {}, "source": [ "## Validation of the method\n", "\n", "Three descriptions of the very same detector are now compared:\n", "\n", "* **Tabulated**: the nominal geometry of the `Eiger2 CdTe 4M` as distributed with pyFAI,\n", " where all modules are assumed to be perfectly aligned on a regular grid;\n", "* **Grid of holes**: the geometry measured from the image of a grid-shaped mask, obtained\n", " in the [Eiger2-ID11](../Eiger_Calibration/Eiger2-ID11_grid.ipynb) tutorial for this very\n", " detector;\n", "* **Powder rings**: the geometry refined in this notebook.\n", "\n", "Each of them is used to calibrate the 4 images, independently from each other: the very\n", "same control points are used, the refinement starts from the same poni-files, and both the\n", "`wavelength` (known from the monochromator) and `rot3` are kept fixed. The residual error of\n", "the calibration, i.e. the root mean square deviation between the measured position of the\n", "rings and the expected one, then measures how well the detector is described: the better\n", "the description, the smaller the residual." ] }, { "cell_type": "code", "execution_count": 19, "id": "code-residuals", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 50min 48s, sys: 4.73 s, total: 50min 52s\n", "Wall time: 59.3 s\n" ] } ], "source": [ "def calibration_residuals(detector, fix=(\"wavelength\", \"rot3\")):\n", " \"\"\"Calibrate every image with a given detector and return the residual errors\n", "\n", " :param detector: the detector geometry to be validated\n", " :param fix: name of the parameters which are kept fixed during the refinement\n", " :return: list with the rms deviation to the expected ring position, in millidegree\n", " \"\"\"\n", " residuals = []\n", " grs = {}\n", " for npt, poni in zip(cpf, ponis):\n", " cp = ControlPoints(npt)\n", " sg = SingleGeometry(npt, control_points=cp, calibrant=cp.calibrant,\n", " detector=detector, geometry=poni)\n", " gr = sg.geometry_refinement\n", " gr.refine3(fix=list(fix))\n", " residuals.append(1000 * numpy.rad2deg(numpy.sqrt(gr.chi2() / gr.data.shape[0])))\n", " grs[os.path.basename(poni)] = gr\n", " return residuals, grs\n", "\n", "\n", "grid_file = \"../Eiger_Calibration/Eiger2CdTe_4M_ID11_grid.h5\" # produced by the Eiger2-ID11 tutorial\n", "validated = {\"Tabulated\": pyFAI.detector_factory(\"Eiger2_CdTe_4M\")}\n", "if os.path.exists(grid_file):\n", " validated[\"Grid of holes\"] = pyFAI.detector_factory(grid_file)\n", "else:\n", " print(f\"`{grid_file}` is missing: run the Eiger2-ID11 tutorial to build it\")\n", "validated[\"Powder rings\"] = pyFAI.detector_factory(detector_file)\n", "\n", "%time residuals = {name: calibration_residuals(det) for name, det in validated.items()}" ] }, { "cell_type": "code", "execution_count": 20, "id": "code-residual-table", "metadata": {}, "outputs": [ { "data": { "text/markdown": [ "Residual error of the calibration, in millidegree ($2\\theta$):\n", "\n", "| Detector | geom_0001 | geom_0002 | geom_0003 | geom_0004 | Mean |\n", "|:---|---:|---:|---:|---:|---:|\n", "| Tabulated | 1.808 | 2.264 | 2.424 | 1.960 | **2.114** |\n", "| Grid of holes | 1.308 | 1.889 | 2.100 | 1.417 | **1.678** |\n", "| Powder rings | 0.943 | 1.734 | 1.931 | 1.091 | **1.425** |" ], "text/plain": [ "" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Residual error of the calibration, image per image:\n", "\n", "header = [os.path.splitext(i)[0] for i in cpf]\n", "table = [\"| Detector | \" + \" | \".join(header) + \" | Mean |\",\n", " \"|:---|\" + \"---:|\" * (len(header) + 1)]\n", "for name, values in residuals.items():\n", " table.append(f\"| {name} | \" + \" | \".join(f\"{v:.3f}\" for v in values[0]) +\n", " f\" | **{numpy.mean(values[0]):.3f}** |\")\n", "Markdown(\"Residual error of the calibration, in millidegree ($2\\\\theta$):\\n\\n\" + \"\\n\".join(table))" ] }, { "cell_type": "markdown", "id": "798c99c9-a5c9-4958-bf38-a469dc9d1007", "metadata": {}, "source": [ "The three descriptions are ranked as expected: any measured geometry beats the nominal one,\n", "where the modules are assumed to be perfectly aligned on a regular grid. \n", "The powder rings even perform slightly better than the grid of holes, which is consistent with the original\n", "publication — and this without requiring any dedicated calibration object.\n", "\n", "### Visual validation of the correction\n", "\n", "Here we present side-by-side the spread for a single ring before and after the correction with the different detector models:" ] }, { "cell_type": "code", "execution_count": 21, "id": "b470944a-c301-4134-882c-243a77e41112", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Visualization of a ring spread\n", "ring_idx = 0# 15\n", "fig, ax = subplots(1,3, figsize=(12,4))\n", "for a,k in zip(ax, residuals):\n", " for i, gr in enumerate(residuals[k][1].values()):\n", " ring = numpy.array([(d[0], d[1]) for d in gr.data if d[2] == ring_idx])\n", " # print(len(ring))\n", " d0, d1 = ring.T\n", " tth = numpy.rad2deg(gr.tth(d0, d1))\n", " chi = numpy.rad2deg(gr.chi(d0, d1))\n", " a.scatter(chi, tth, s=1)\n", " a.set_title(k)\n", " a.set_xticks([-180, -90, 0, 90, 180])\n", "\n", "ax[0].set_xlabel(r\"Azimthal angle ($\\chi ^o$)\")\n", "ax[1].set_xlabel(r\"Azimthal angle ($\\chi ^o$)\")\n", "ax[2].set_xlabel(r\"Azimthal angle ($\\chi ^o$)\")\n", "ax[0].set_ylabel(r\"Radial angle (2$\\theta ^o$)\")\n", "ax[1].set_ylim(ax[0].get_ylim())\n", "ax[2].set_ylim(ax[0].get_ylim())\n", "fig.suptitle(f\"Spread of radial angle for ring #{ring_idx}\"); #noqa: E703" ] }, { "cell_type": "markdown", "id": "31de6a5d-dbec-4c61-932f-53c1e4ce72c3", "metadata": {}, "source": [ "## Conclusion\n", "\n", "The method described by Wright *et al.* is now available in pyFAI, in the\n", "`pyFAI.detectors.multi_module` module: the position of the 16 modules of the Eiger2 CdTe 4M\n", "(45 parameters, one module being fixed to remove the singularity of the problem) is refined\n", "together with the geometry of the 4 powder patterns (4 × 5 parameters), i.e. 65 parameters in\n", "total, from the ~62000 control points extracted from the images of a $\\rm CeO_2$ capillary.\n", "The result is converted into a `Detector` object which holds the position of the 4 corners of\n", "every pixel and is saved as a NeXus file: it can then be used anywhere in pyFAI, in a\n", "poni-file, for azimuthal integration or in `pyFAI-calib2`.\n", "\n", "**The choice of the optimizer matters more than anything else here.** With 65 parameters, a\n", "Nelder-Mead simplex stops in a local minimum: it needs more than 3 minutes and leaves the\n", "translations of the modules below $10^{-3}$ pixel, i.e. essentially at their initial value. A\n", "least-squares optimizer sees the *vector* of residuals instead of its sum and takes advantage\n", "of its derivatives: `refine(param, method=\"lm\")` divides the cost by two in less than three\n", "seconds, and the `trf` and `dogbox` algorithms converge towards the very same solution.\n", "The refined module positions then become physically meaningful: with respect to a perfectly\n", "regular pixel grid, and once the arbitrary rigid motion has been removed, the corners of the\n", "pixels are displaced by up to 0.68 pixel, the individual modules being rotated by up to\n", "1.13 mrad — the same order of magnitude as the values published for this very detector\n", "(module shifts of 0.16 pixel and rotations of 0.42 mrad on average, 1.1 mrad at most).\n", "\n", "The validation performed above measures how well the detector is described by the residual\n", "error left after calibrating each image: 2.11 m° with the tabulated detector, 1.68 m° with the\n", "grid of holes and 1.43 m° with the geometry refined here. These values are to be compared with\n", "the angle subtended by a single pixel, 10.2 m° at 42 cm: the calibration is accurate to about\n", "a seventh of a pixel, and describing the position of the modules from the powder rings gains\n", "33% on the residual — 15% better than what the grid of holes provides, at a much lower\n", "experimental cost since no dedicated calibration object is needed.\n", "\n", "The precision claimed in the original publication, 1/350 pixel on the module positions, is\n", "still not reached: the jacobian of the fit gives a standard deviation of 0.015 pixel on the\n", "translations and 29 µrad on the rotations, about one order of magnitude above the published\n", "values. Two directions remain open to improve this:\n", "\n", "* **Number and quality of the control points.** The 62000 points used here are 3.6 times\n", " fewer than the 223184 peaks of the publication, where a peak is fitted along every single\n", " row and every single column of every module. This accounts for a factor 2 on the\n", " uncertainties, the rest coming from the precision of each individual peak position — which\n", " is also where the recent correction of the sub-pixel refinement paid off: the uncertainties\n", " dropped by a factor 2.6 while the number of points only grew by 2.6, i.e. faster than the\n", " square root of the statistics.\n", "* **Data collection.** Only 4 beam-center positions were used. The recommendations listed at\n", " the beginning of this notebook, in particular having every module see several\n", " image, are the cheapest way to improve the conditioning of the problem." ] }, { "cell_type": "code", "execution_count": 22, "id": "8cf2c85c-28a0-497f-8984-0377c54efb6a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total execution time: 78.748s\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": "3.14.0" } }, "nbformat": 4, "nbformat_minor": 5 }