{ "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.bz2\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": { "execution": { "iopub.execute_input": "2026-09-15T08:05:18.432140Z", "iopub.status.busy": "2026-09-15T08:05:18.432059Z", "iopub.status.idle": "2026-09-15T08:05:18.775760Z", "shell.execute_reply": "2026-09-15T08:05:18.775230Z" } }, "outputs": [], "source": [ "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "id": "6b8755a8-0d0a-4f4f-abc0-b85b74029a56", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:05:18.777508Z", "iopub.status.busy": "2026-09-15T08:05:18.777368Z", "iopub.status.idle": "2026-09-15T08:05:19.982564Z", "shell.execute_reply": "2026-09-15T08:05:19.981951Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using pyFAI version 2026.9.0\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": { "execution": { "iopub.execute_input": "2026-09-15T08:05:19.984502Z", "iopub.status.busy": "2026-09-15T08:05:19.984279Z", "iopub.status.idle": "2026-09-15T08:05:20.158966Z", "shell.execute_reply": "2026-09-15T08:05:20.158171Z" } }, "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": { "execution": { "iopub.execute_input": "2026-09-15T08:05:20.160270Z", "iopub.status.busy": "2026-09-15T08:05:20.160178Z", "iopub.status.idle": "2026-09-15T08:05:23.651652Z", "shell.execute_reply": "2026-09-15T08:05:23.651124Z" } }, "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": { "execution": { "iopub.execute_input": "2026-09-15T08:05:23.655446Z", "iopub.status.busy": "2026-09-15T08:05:23.655325Z", "iopub.status.idle": "2026-09-15T08:05:24.629005Z", "shell.execute_reply": "2026-09-15T08:05:24.628221Z" } }, "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 # ring number\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": { "execution": { "iopub.execute_input": "2026-09-15T08:05:24.630590Z", "iopub.status.busy": "2026-09-15T08:05:24.630487Z", "iopub.status.idle": "2026-09-15T08:05:25.423538Z", "shell.execute_reply": "2026-09-15T08:05:25.422810Z" } }, "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": { "execution": { "iopub.execute_input": "2026-09-15T08:05:25.424963Z", "iopub.status.busy": "2026-09-15T08:05:25.424867Z", "iopub.status.idle": "2026-09-15T08:05:25.427506Z", "shell.execute_reply": "2026-09-15T08:05:25.427058Z" } }, "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": { "execution": { "iopub.execute_input": "2026-09-15T08:05:25.429172Z", "iopub.status.busy": "2026-09-15T08:05:25.429080Z", "iopub.status.idle": "2026-09-15T08:05:25.550887Z", "shell.execute_reply": "2026-09-15T08:05:25.550320Z" } }, "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": { "execution": { "iopub.execute_input": "2026-09-15T08:05:25.552448Z", "iopub.status.busy": "2026-09-15T08:05:25.552346Z", "iopub.status.idle": "2026-09-15T08:05:25.555653Z", "shell.execute_reply": "2026-09-15T08:05:25.555054Z" } }, "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": { "execution": { "iopub.execute_input": "2026-09-15T08:05:25.557160Z", "iopub.status.busy": "2026-09-15T08:05:25.557067Z", "iopub.status.idle": "2026-09-15T08:05:25.559496Z", "shell.execute_reply": "2026-09-15T08:05:25.558917Z" } }, "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": { "execution": { "iopub.execute_input": "2026-09-15T08:05:25.561018Z", "iopub.status.busy": "2026-09-15T08:05:25.560928Z", "iopub.status.idle": "2026-09-15T08:05:28.723571Z", "shell.execute_reply": "2026-09-15T08:05:28.723173Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 31.3 s, sys: 100 ms, total: 31.4 s\n", "Wall time: 3.16 s\n" ] } ], "source": [ "%time res = mm.refine(param, method=\"lm\")" ] }, { "cell_type": "code", "execution_count": 12, "id": "3d55afb6-9a5c-4434-874f-3ae07ada7ead", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:05:28.731738Z", "iopub.status.busy": "2026-09-15T08:05:28.731626Z", "iopub.status.idle": "2026-09-15T08:05:28.738192Z", "shell.execute_reply": "2026-09-15T08:05:28.735279Z" } }, "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": { "execution": { "iopub.execute_input": "2026-09-15T08:05:28.739185Z", "iopub.status.busy": "2026-09-15T08:05:28.739083Z", "iopub.status.idle": "2026-09-15T08:05:28.873717Z", "shell.execute_reply": "2026-09-15T08:05:28.873195Z" } }, "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": { "execution": { "iopub.execute_input": "2026-09-15T08:05:28.875021Z", "iopub.status.busy": "2026-09-15T08:05:28.874911Z", "iopub.status.idle": "2026-09-15T08:05:28.979411Z", "shell.execute_reply": "2026-09-15T08:05:28.979133Z" } }, "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": 15, "id": "code-save-detector", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:05:28.983011Z", "iopub.status.busy": "2026-09-15T08:05:28.982907Z", "iopub.status.idle": "2026-09-15T08:05:29.964939Z", "shell.execute_reply": "2026-09-15T08:05:29.964425Z" } }, "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": { "execution": { "iopub.execute_input": "2026-09-15T08:05:29.966781Z", "iopub.status.busy": "2026-09-15T08:05:29.966687Z", "iopub.status.idle": "2026-09-15T08:05:33.078660Z", "shell.execute_reply": "2026-09-15T08:05:33.077904Z" } }, "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": { "execution": { "iopub.execute_input": "2026-09-15T08:05:33.080301Z", "iopub.status.busy": "2026-09-15T08:05:33.080205Z", "iopub.status.idle": "2026-09-15T08:05:33.664743Z", "shell.execute_reply": "2026-09-15T08:05:33.664137Z" } }, "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": { "execution": { "iopub.execute_input": "2026-09-15T08:05:33.666397Z", "iopub.status.busy": "2026-09-15T08:05:33.666301Z", "iopub.status.idle": "2026-09-15T08:05:36.506518Z", "shell.execute_reply": "2026-09-15T08:05:36.505893Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Eiger2CdTe_4M_ID11_powder.h5: 12.5 MB\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "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": { "execution": { "iopub.execute_input": "2026-09-15T08:05:36.507998Z", "iopub.status.busy": "2026-09-15T08:05:36.507903Z", "iopub.status.idle": "2026-09-15T08:06:35.444725Z", "shell.execute_reply": "2026-09-15T08:06:35.444328Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 50min 22s, sys: 4.51 s, total: 50min 26s\n", "Wall time: 57.3 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": { "execution": { "iopub.execute_input": "2026-09-15T08:06:35.447143Z", "iopub.status.busy": "2026-09-15T08:06:35.447013Z", "iopub.status.idle": "2026-09-15T08:06:35.452137Z", "shell.execute_reply": "2026-09-15T08:06:35.451695Z" } }, "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 | 1.300 | 1.886 | 2.097 | 1.404 | **1.672** |\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": { "execution": { "iopub.execute_input": "2026-09-15T08:06:35.455153Z", "iopub.status.busy": "2026-09-15T08:06:35.455044Z", "iopub.status.idle": "2026-09-15T08:06:36.006156Z", "shell.execute_reply": "2026-09-15T08:06:36.005544Z" } }, "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 # Ring index\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 of the first part\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. Three directions remain open to improve this:\n", "\n", "* **Quality of the control points.** The peak-picking of pyFAI looks for a local maximum in\n", " two dimensions without assuming anything about the geometry. On a ring, which is sharp\n", " radially and flat azimuthally, this is an ill-posed problem. This is the subject of the\n", " second part of this notebook.\n", "* **Number of the control points.** The 62000 points used here are 3.6 times fewer than the\n", " 223184 peaks of the publication, where a peak is fitted along every single row and every\n", " single column of every module. This alone accounts for a factor 2 on the uncertainties.\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 rings on each\n", " image, are the cheapest way to improve the conditioning of the problem." ] }, { "cell_type": "markdown", "id": "part2-00", "metadata": {}, "source": [ "# Part 2: improving the position of the control points\n", "\n", "The peak-picking used in the first part makes no assumption about the geometry: it looks for a\n", "local maximum in two dimensions. On a Debye-Scherrer ring this is an ill-posed problem, since\n", "the second derivative of the signal is very different along the two directions — the peak is\n", "sharp radially and almost flat azimuthally. The tangential curvature is then dominated by the\n", "counting noise, and it leaks into the radial position through the cross-term of the Hessian,\n", "whereas only the radial position carries information about the geometry.\n", "\n", "At this stage the geometry is approximately known, hence the radial direction is known as\n", "well: it is the line joining the beam center, given by `getFit2D`, to the control point. This\n", "second part re-extracts every control point along that line, and re-runs the very same\n", "refinement with the improved positions. The images are needed for this, so they are\n", "downloaded first." ] }, { "cell_type": "code", "execution_count": 22, "id": "part2-01", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:06:36.007713Z", "iopub.status.busy": "2026-09-15T08:06:36.007601Z", "iopub.status.idle": "2026-09-15T08:06:38.522326Z", "shell.execute_reply": "2026-09-15T08:06:38.521529Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "images: /tmp/id11_testdata_kieffer/CeO2_Spatial_distortion_apr2021.tar.bz2__content/CeO2_Spatial_distortion_apr2021/CeO2_Spatial_distortion_apr2021.h5\n", "mask: /tmp/id11_testdata_kieffer/CeO2_Spatial_distortion_apr2021.tar.bz2__content/CeO2_Spatial_distortion_apr2021/mask2.msk\n", "334363 masked pixels, i.e. 65843 more than the tabulated detector: those are the hot pixels of this very detector.\n" ] } ], "source": [ "import fabio\n", "import h5py\n", "from scipy.ndimage import map_coordinates\n", "from silx.resources import ExternalResources\n", "\n", "# The images, the mask of the hot pixels and the poni/npt files all come in this archive\n", "downloader = ExternalResources(\"id11\", \"http://www.silx.org/pub/pyFAI/detector_calibration/Eiger2-ID11\")\n", "filelist = downloader.getdir(\"CeO2_Spatial_distortion_apr2021.tar.bz2\")\n", "images_file = [i for i in filelist if i.endswith(\"CeO2_Spatial_distortion_apr2021.h5\")][0]\n", "mask_file = [i for i in filelist if i.endswith(\"mask2.msk\")][0]\n", "hot_pixels = fabio.open(mask_file).data\n", "print(f\"images: {images_file}\")\n", "print(f\"mask: {mask_file}\")\n", "print(f\"{(hot_pixels != 0).sum()} masked pixels, i.e. \"\n", " f\"{(hot_pixels != 0).sum() - (tabulated_detector.mask != 0).sum()} more than the \"\n", " f\"tabulated detector: those are the hot pixels of this very detector.\")" ] }, { "cell_type": "markdown", "id": "part2-02", "metadata": {}, "source": [ "### Radial profile of a control point\n", "\n", "For every control point, the intensity is interpolated along the radial direction over\n", "$\\pm 3.5$ pixels, i.e. a profile of 7 pixels, sampled every 0.1 pixel by bilinear\n", "interpolation. The refined radial position is the **center of mass** of the part of this\n", "profile which stands above a fraction of its dynamic range; the tangential coordinate is left\n", "untouched, as the data carry no information about it.\n", "\n", "The center of mass is used rather than the position of the maximum of the profile: with a\n", "sampling of 0.1 pixel, locating a maximum from three samples measures mostly the counting\n", "noise, and doing so degrades the calibration instead of improving it. Smoothing estimators\n", "win here — for the same reason, the bilinear interpolation gives better results than a cubic\n", "spline.\n", "\n", "A point whose profile touches a masked pixel is simply discarded: its profile is truncated,\n", "hence its center of mass is biased." ] }, { "cell_type": "code", "execution_count": 23, "id": "part2-03", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:06:38.524093Z", "iopub.status.busy": "2026-09-15T08:06:38.523972Z", "iopub.status.idle": "2026-09-15T08:06:38.529661Z", "shell.execute_reply": "2026-09-15T08:06:38.529123Z" } }, "outputs": [], "source": [ "def radial_refine(image, mask, points, center, half_width=3.5, step=0.1, threshold=0.25):\n", " \"\"\"Refine the radial position of a set of control points\n", "\n", " The intensity profile is interpolated along the line joining the beam center to the\n", " control point; the new position is the center of mass of the part of that profile which\n", " stands above `threshold` times its dynamic range.\n", "\n", " :param image: 2D array with the diffraction image\n", " :param mask: 2D array, non-zero where the pixel is invalid\n", " :param points: (N, 2) array with the (dim1, dim2) positions of the control points\n", " :param center: (dim1, dim2) position of the beam center, same convention\n", " :param half_width: half length of the profile, in pixel\n", " :param step: sampling of the profile, in pixel\n", " :param threshold: fraction of the dynamic range of the profile used as a baseline\n", " :return: (N, 2) refined positions, boolean array of the valid ones, radial shifts\n", " \"\"\"\n", " points = numpy.ascontiguousarray(points, dtype=numpy.float64)\n", " delta1 = points[:, 0] - center[0]\n", " delta2 = points[:, 1] - center[1]\n", " radius = numpy.hypot(delta1, delta2)\n", " radius[radius == 0] = 1.0\n", " n1, n2 = delta1 / radius, delta2 / radius # unit vector, pointing away from the center\n", " abscissa = numpy.arange(-half_width, half_width + 0.5 * step, step)\n", " coord1 = points[:, 0, None] + n1[:, None] * abscissa[None, :]\n", " coord2 = points[:, 1, None] + n2[:, None] * abscissa[None, :]\n", " profile = map_coordinates(image, (coord1, coord2), order=1, mode=\"constant\", cval=0.0)\n", " invalid = map_coordinates(mask.astype(numpy.float32), (coord1, coord2), order=1,\n", " mode=\"constant\", cval=1.0).max(axis=1)\n", " baseline = profile.min(axis=1) + threshold * (profile.max(axis=1) - profile.min(axis=1))\n", " weight = numpy.clip(profile - baseline[:, None], 0, None)\n", " total = weight.sum(axis=1)\n", " shift = (weight * abscissa[None, :]).sum(axis=1) / numpy.where(total > 0, total, 1.0)\n", " valid = (total > 0) & (invalid == 0) & (abs(shift) < half_width)\n", " refined = points.copy()\n", " refined[:, 0] += numpy.where(valid, shift, 0.0) * n1\n", " refined[:, 1] += numpy.where(valid, shift, 0.0) * n2\n", " return refined, valid, shift" ] }, { "cell_type": "code", "execution_count": 24, "id": "part2-04", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:06:38.530897Z", "iopub.status.busy": "2026-09-15T08:06:38.530803Z", "iopub.status.idle": "2026-09-15T08:06:39.739863Z", "shell.execute_reply": "2026-09-15T08:06:39.739284Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "geom_0001.npt: 11974/12592 control points kept, beam center at (1127.3, 1058.5)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "geom_0002.npt: 16266/17202 control points kept, beam center at (1129.1, 1991.0)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "geom_0003.npt: 17269/18180 control points kept, beam center at (1595.2, 1989.2)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "geom_0004.npt: 13542/14162 control points kept, beam center at (1593.5, 1083.3)\n", "radial shift: 0.078 pixel on average, 1.261 at most\n", "CPU times: user 1.12 s, sys: 72.9 ms, total: 1.19 s\n", "Wall time: 1.2 s\n" ] } ], "source": [ "%%time\n", "# Re-extract the control points of the 4 images, ring per ring\n", "radial_dir = \"radial\" # keep them apart, the `*.npt` glob at the top would pick them up\n", "os.makedirs(radial_dir, exist_ok=True)\n", "cpf_radial = []\n", "all_shifts = []\n", "with h5py.File(images_file, \"r\") as h5:\n", " for scan, (npt, poni) in enumerate(zip(cpf, ponis), start=1):\n", " image = h5[f\"{scan}.1/instrument/eiger/data\"][()].sum(axis=0).astype(numpy.float32)\n", " f2d = pyFAI.load(poni).getFit2D()\n", " # getFit2D provides the beam center with the origin at the corner of pixel (0, 0)\n", " center = (f2d[\"centerY\"] - 0.5, f2d[\"centerX\"] - 0.5)\n", " cp = ControlPoints(npt)\n", " per_ring = {}\n", " for d0, d1, ring in cp.getList():\n", " per_ring.setdefault(int(ring), []).append((d0, d1))\n", " new_cp = ControlPoints(calibrant=cp.calibrant)\n", " before = after = 0\n", " for ring, pts in sorted(per_ring.items()):\n", " refined, valid, shift = radial_refine(image, hot_pixels, numpy.array(pts), center)\n", " before += len(pts)\n", " if valid.sum():\n", " new_cp.append([tuple(i) for i in refined[valid]], ring=ring)\n", " after += valid.sum()\n", " all_shifts.append(shift[valid])\n", " dest = os.path.join(radial_dir, os.path.basename(npt))\n", " new_cp.save(dest)\n", " cpf_radial.append(dest)\n", " print(f\"{os.path.basename(npt)}: {after}/{before} control points kept, \"\n", " f\"beam center at ({center[0]:.1f}, {center[1]:.1f})\")\n", "all_shifts = numpy.concatenate(all_shifts)\n", "print(f\"radial shift: {abs(all_shifts).mean():.3f} pixel on average, \"\n", " f\"{abs(all_shifts).max():.3f} at most\")" ] }, { "cell_type": "code", "execution_count": 25, "id": "part2-05", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:06:39.741359Z", "iopub.status.busy": "2026-09-15T08:06:39.741261Z", "iopub.status.idle": "2026-09-15T08:06:39.897415Z", "shell.execute_reply": "2026-09-15T08:06:39.896801Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = subplots()\n", "ax.hist(all_shifts, 100)\n", "ax.set_title(\"Radial correction applied to the control points\")\n", "ax.set_xlabel(\"Shift along the radial direction (pixel)\")\n", "ax.set_ylabel(\"Number of control points\")\n", "ax.axvline(0, color=\"black\", linewidth=0.5);" ] }, { "cell_type": "markdown", "id": "part2-06", "metadata": {}, "source": [ "### Refinement of the module positions with the new control points\n", "\n", "The very same refinement as in the first part is performed, with the very same starting\n", "geometries: only the position of the control points has changed." ] }, { "cell_type": "code", "execution_count": 26, "id": "part2-07", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:06:39.898922Z", "iopub.status.busy": "2026-09-15T08:06:39.898827Z", "iopub.status.idle": "2026-09-15T08:06:43.229013Z", "shell.execute_reply": "2026-09-15T08:06:43.228476Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of parameters to refine (modules + configurations): 65\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 31 s, sys: 75.9 ms, total: 31.1 s\n", "Wall time: 2.99 s\n", "chi2: 6.09614835594136e-05 --> 5.503753471311358e-06 (part 1: 5.494150480586321e-05)\n" ] } ], "source": [ "mm2 = MultiModuleRefinement.from_detector(pyFAI.detector_factory(\"Eiger2_CdTe_4M\"))\n", "mm2.modules[6].fixed = True\n", "for i in zip(cpf_radial, ponis):\n", " mm2.load_control_points(*i, verbose=False)\n", "print(\"Number of parameters to refine (modules + configurations): \", mm2.nb_param)\n", "%time res2 = mm2.refine(method=\"lm\")\n", "print(f\"chi2: {res2.chi2_before} --> {res2.chi2_after} (part 1: {res.chi2_after})\")" ] }, { "cell_type": "code", "execution_count": 27, "id": "part2-08", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:06:43.230434Z", "iopub.status.busy": "2026-09-15T08:06:43.230320Z", "iopub.status.idle": "2026-09-15T08:06:43.387096Z", "shell.execute_reply": "2026-09-15T08:06:43.386605Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "module # 1: d0 = 0.365987 ± 0.006717, d1 = -0.504854 ± 0.006330, rot = 0.000980 ± 0.000009,\n", "module # 2: d0 = -0.143981 ± 0.002998, d1 = -0.524012 ± 0.005190, rot = 0.000841 ± 0.000009,\n", "module # 3: d0 = -0.309345 ± 0.003378, d1 = -0.406101 ± 0.005193, rot = 0.000234 ± 0.000009,\n", "module # 4: d0 = -0.427335 ± 0.006309, d1 = -0.410496 ± 0.005948, rot = 0.000254 ± 0.000009,\n", "module # 5: d0 = -0.092247 ± 0.005912, d1 = -0.388186 ± 0.002676, rot = 0.000022 ± 0.000009,\n", "module # 6: Fixed\n", "module # 7: d0 = 0.129720 ± 0.003335, d1 = -0.388888 ± 0.002430, rot = -0.000825 ± 0.000009,\n", "module # 8: d0 = -0.297060 ± 0.006264, d1 = -0.516881 ± 0.002990, rot = 0.000417 ± 0.000009,\n", "module # 9: d0 = 0.120597 ± 0.006209, d1 = -0.349385 ± 0.003323, rot = 0.000342 ± 0.000009,\n", "module #10: d0 = -0.030840 ± 0.003477, d1 = -0.053803 ± 0.003293, rot = 0.000483 ± 0.000009,\n", "module #11: d0 = -0.088193 ± 0.003801, d1 = -0.149282 ± 0.003470, rot = 0.000576 ± 0.000010,\n", "module #12: d0 = -0.403720 ± 0.006593, d1 = -0.103238 ± 0.003858, rot = 0.000763 ± 0.000010,\n", "module #13: d0 = 0.283635 ± 0.007098, d1 = 0.094936 ± 0.006913, rot = -0.001150 ± 0.000009,\n", "module #14: d0 = -0.034701 ± 0.003722, d1 = -0.046580 ± 0.006814, rot = 0.000617 ± 0.000009,\n", "module #15: d0 = -0.102044 ± 0.004026, d1 = -0.109188 ± 0.006862, rot = -0.000109 ± 0.000010,\n", "module #16: d0 = 0.001957 ± 0.007008, d1 = 0.115434 ± 0.007165, rot = 0.000065 ± 0.000010,\n", "radial/geom_0001.npt: dist = 0.420539 ± 0.000001, poni1= 0.085205 ± 0.000004, poni2= 0.078872 ± 0.000005, rot1 = -0.001257 ± 0.000011, rot2 = -0.001492 ± 0.000010,\n", "radial/geom_0002.npt: dist = 0.420677 ± 0.000002, poni1= 0.085291 ± 0.000004, poni2= 0.148269 ± 0.000004, rot1 = -0.002596 ± 0.000009, rot2 = -0.001419 ± 0.000008,\n", "radial/geom_0003.npt: dist = 0.420867 ± 0.000002, poni1= 0.120260 ± 0.000004, poni2= 0.148134 ± 0.000004, rot1 = -0.002612 ± 0.000008, rot2 = -0.001415 ± 0.000008,\n", "radial/geom_0004.npt: dist = 0.420743 ± 0.000001, poni1= 0.120101 ± 0.000003, poni2= 0.080678 ± 0.000004, rot1 = -0.001423 ± 0.000009, rot2 = -0.001296 ± 0.000008,\n" ] } ], "source": [ "# Precision of the fit, from the jacobian of the residuals:\n", "sigma2 = mm2.calc_uncertainties(res2)\n", "mm2.print_param(sigma=sigma2)" ] }, { "cell_type": "code", "execution_count": 28, "id": "part2-09", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:06:43.399144Z", "iopub.status.busy": "2026-09-15T08:06:43.399037Z", "iopub.status.idle": "2026-09-15T08:06:48.819001Z", "shell.execute_reply": "2026-09-15T08:06:48.818368Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Rigid transformation of angle -0.000° and translation [[ 0.00000000e+00 -1.58736839e-05 3.78180914e-05]], RMSD=0.000018\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Eiger2CdTe_4M_ID11_powder_radial.h5: 12.5 MB\n", "Maximum displacement of the pixel corners: 0.68 pixel (part 1: 0.68)\n" ] } ], "source": [ "# Same treatment as in part 1: build the detector, remove the arbitrary rigid motion, save it\n", "refined_detector2 = mm2.to_detector()\n", "pixel_coord_pow2 = refined_detector2.get_pixel_corners().astype(numpy.float64)\n", "kabsch2 = Kabsch(pixel_coord_tab.reshape((-1, 3)), pixel_coord_pow2.reshape((-1, 3)))\n", "print(kabsch2)\n", "pixel_coord_cen2 = kabsch2.correct(pixel_coord_pow2.reshape((-1, 3))).reshape(pixel_coord_tab.shape)\n", "displ_aligned2 = numpy.sqrt(((pixel_coord_cen2 - pixel_coord_tab)**2).sum(axis=-1))/pixel\n", "refined_detector2.set_pixel_corners(pixel_coord_cen2)\n", "\n", "detector_file2 = \"Eiger2CdTe_4M_ID11_powder_radial.h5\"\n", "if os.path.exists(detector_file2):\n", " os.remove(detector_file2)\n", "refined_detector2.save(detector_file2)\n", "print(f\"{detector_file2}: {os.stat(detector_file2).st_size/1e6:.1f} MB\")\n", "print(f\"Maximum displacement of the pixel corners: {displ_aligned2.max():.2f} pixel \"\n", " f\"(part 1: {displ_aligned.max():.2f})\")" ] }, { "cell_type": "markdown", "id": "part2-10", "metadata": {}, "source": [ "### Validation\n", "\n", "The four descriptions of the detector are now compared on the *new* control points: the\n", "nominal geometry, the grid of holes, and the two geometries refined from the powder rings —\n", "the one of the first part and the one obtained here. The refinement of the geometry of each\n", "image is performed exactly as before." ] }, { "cell_type": "code", "execution_count": 29, "id": "part2-11", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:06:48.820877Z", "iopub.status.busy": "2026-09-15T08:06:48.820786Z", "iopub.status.idle": "2026-09-15T08:08:49.198037Z", "shell.execute_reply": "2026-09-15T08:08:49.197244Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 1h 46min 6s, sys: 8.2 s, total: 1h 46min 14s\n", "Wall time: 1min 57s\n" ] } ], "source": [ "def calibration_residuals2(detector, cpfiles, fix=(\"wavelength\", \"rot3\")):\n", " \"\"\"Calibrate every image with a given detector and return the residual errors\n", "\n", " Same as `calibration_residuals`, but the control-point files are given explicitly.\n", "\n", " :param detector: the detector geometry to be validated\n", " :param cpfiles: list of files with the control points, one per geometry\n", " :param fix: name of the parameters which are kept fixed during the refinement\n", " :return: list of rms deviations to the expected ring position, in millidegree, and the\n", " dictionary of the refined geometries\n", " \"\"\"\n", " residuals = []\n", " grs = {}\n", " for npt, poni in zip(cpfiles, 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.detector = detector # ensure the detector is the proper one.\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", "validated2 = {\"Tabulated\": pyFAI.detector_factory(\"Eiger2_CdTe_4M\")}\n", "if os.path.exists(grid_file):\n", " validated2[\"Grid of holes\"] = pyFAI.detector_factory(grid_file)\n", "validated2[\"Powder rings (part 1)\"] = pyFAI.detector_factory(detector_file)\n", "validated2[\"Powder rings (part 2)\"] = pyFAI.detector_factory(detector_file2)\n", "%time residuals2 = {name: calibration_residuals2(det, cpf_radial) for name, det in validated2.items()}" ] }, { "cell_type": "code", "execution_count": 30, "id": "part2-12", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:08:49.199389Z", "iopub.status.busy": "2026-09-15T08:08:49.199274Z", "iopub.status.idle": "2026-09-15T08:08:49.203604Z", "shell.execute_reply": "2026-09-15T08:08:49.203133Z" } }, "outputs": [ { "data": { "text/markdown": [ "Residual error of the calibration, in millidegree ($2\\theta$), using the radially refined control points:\n", "\n", "| Detector | geom_0001 | geom_0002 | geom_0003 | geom_0004 | Mean |\n", "|:---|---:|---:|---:|---:|---:|\n", "| Tabulated | 1.554 | 1.570 | 1.589 | 1.674 | **1.597** |\n", "| Grid of holes | 0.928 | 0.879 | 0.942 | 0.986 | **0.934** |\n", "| Powder rings (part 1) | 0.351 | 0.565 | 0.586 | 0.374 | **0.469** |\n", "| Powder rings (part 2) | 0.347 | 0.553 | 0.582 | 0.368 | **0.463** |" ], "text/plain": [ "" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Residual error of the calibration with the radially refined control points:\n", "\n", "header = [os.path.splitext(os.path.basename(i))[0] for i in cpf_radial]\n", "table = [\"| Detector | \" + \" | \".join(header) + \" | Mean |\",\n", " \"|:---|\" + \"---:|\" * (len(header) + 1)]\n", "for name, values in residuals2.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", " \"using the radially refined control points:\\n\\n\" + \"\\n\".join(table))" ] }, { "cell_type": "code", "execution_count": 31, "id": "part2-13", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:08:49.204699Z", "iopub.status.busy": "2026-09-15T08:08:49.204592Z", "iopub.status.idle": "2026-09-15T08:08:49.762778Z", "shell.execute_reply": "2026-09-15T08:08:49.762240Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Visualization of a ring spread, as at the end of the first part\n", "ring_idx = 0\n", "fig, ax = subplots(1, len(residuals2), figsize=(4*len(residuals2), 4))\n", "for a, k in zip(ax, residuals2):\n", " for gr in residuals2[k][1].values():\n", " ring = numpy.array([(d[0], d[1]) for d in gr.data if d[2] == ring_idx])\n", " d0, d1 = ring.T\n", " a.scatter(numpy.rad2deg(gr.chi(d0, d1)), numpy.rad2deg(gr.tth(d0, d1)), s=1)\n", " a.set_title(k)\n", " a.set_xticks([-180, -90, 0, 90, 180])\n", " a.set_xlabel(r\"Azimuthal angle ($\\chi ^o$)\")\n", "ax[0].set_ylabel(r\"Radial angle (2$\\theta ^o$)\")\n", "for a in ax[1:]:\n", " a.set_ylim(ax[0].get_ylim())\n", "fig.suptitle(f\"Spread of the radial angle for ring #{ring_idx}, radially refined control points\");" ] }, { "cell_type": "markdown", "id": "part2-14", "metadata": {}, "source": [ "## Conclusion\n", "\n", "Refining the control points along the radial direction, once the geometry is roughly known,\n", "divides the residual error of the calibration by three: from 1.43 m° at the end of the first\n", "part down to 0.46 m° here, i.e. 0.045 pixel, while the uncertainty on the position of the\n", "modules drops from 0.015 to 0.005 pixel and the one on their rotation from 29 to 9 µrad. The\n", "cost is one pass over the images, a couple of seconds, and the loss of 5% of the control\n", "points — those whose radial profile runs into a masked pixel.\n", "\n", "Two lessons are worth keeping from this exercise:\n", "\n", "* **Use the information you have.** The generic peak-picking of pyFAI has to find a maximum\n", " in two dimensions because it knows nothing about the geometry. Once a first calibration is\n", " available, the radial direction is known and the problem becomes one-dimensional, which is\n", " both better posed and better conditioned. This is what the original publication does, in a\n", " different way, by fitting one peak per row and per column of every module.\n", "* **Beware of estimators which do not average.** The position of a maximum, obtained from a\n", " parabola through three samples, is a much noisier estimator than a center of mass over the\n", " whole profile — on this dataset it is worse than doing nothing at all.\n", "\n", "With a standard deviation of 0.005 pixel on the module positions, the precision published for\n", "this very detector, 1/350 pixel, is now within a factor of two. The remaining gap is\n", "essentially the number of control points: 59000 here against 223184 in the publication.\n", "\n", "Nota: this radial refinement takes advantage of the exceptional quality of this dataset —\n", "sharp rings, high dynamic range, negligible background. It is presented here as a recipe for\n", "this kind of calibration, not as a general-purpose replacement of the peak-picking of pyFAI." ] }, { "cell_type": "code", "execution_count": 32, "id": "8cf2c85c-28a0-497f-8984-0377c54efb6a", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:08:49.764275Z", "iopub.status.busy": "2026-09-15T08:08:49.764174Z", "iopub.status.idle": "2026-09-15T08:08:49.766575Z", "shell.execute_reply": "2026-09-15T08:08:49.766082Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total execution time: 209.784s\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": "3.13.1" } }, "nbformat": 4, "nbformat_minor": 5 }