{ "cells": [ { "cell_type": "markdown", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "# Introduction to the tutorials\n", "\n", "## The Jupyter notebook\n", "\n", "The document you are reading may be a PDF or a web page or another format, but what matters most is how it has been made ...\n", "\n", "According to this article in [Nature](http://www.nature.com/news/interactive-notebooks-sharing-the-code-1.16261) the Notebook, invented by IPython, and now part of the Jupyter project, is the revolution for data analysis which will allow reproducible science.\n", "\n", "This tutorial will introduce you to how to access to the notebook, how to use it and perform some basic data analysis with it and the pyFAI library.\n", "\n", "## Getting access to the notebook:\n", "\n", "### For ESRF staff and users\n", "*The European Synchrotron* offers Jupyter services for data analysis to all its users. Simply connect to [Jupyter-SLURM](https://jupyter-slurm.esrf.fr) and authenticate with your ESRF credentials.\n", "Once there, click on the *Start* button to get access to a computer via the web interface.\n", "\n", "### Jupyter in the cloud\n", "The [Binder-hub service](https://github.com/silx-kit/pyFAI/blob/master/README.rst) is configured in the GitHub repository of pyFAI. Just click on the third badge to launch the service in the cloud. Since it is free, the compute resources are limited and only the simplest tutorials are usable there.\n", "\n", "### Other cases\n", "In the most general case you will need to install the notebook on your local computer in addition to silx, pyFAI and FabIO to follow the tutorial. WinPython or Anaconda provides also packages for *pyFAI* and *FabIO* and *silx*.\n", "\n", "## Getting trained in using the notebook\n", "\n", "There are plenty of good tutorials on how to use the notebook.\n", "[This one](https://github.com/jupyter/mozfest15-training/blob/master/00-python-intro.ipynb) presents a quick overview of the Python programming language and explains how to use the notebook. Reading it is strongly encouraged before proceeding to the pyFAI tutorials.\n", "\n", "Anyway, the most important information is to use **Control-Enter** to evaluate a cell.\n", "\n", "In addition to this, we will need to download some files from the internet. \n", "The following cell contains a piece of code to download files using the silx library. You may have to adjust the proxy settings to be able to connect to internet, especially at ESRF, see the commented out code." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Introduction to diffraction image analysis using the notebook\n", "\n", "All the tutorials in pyFAI are based on the notebook and if you wish to practice the exercises, you can download the notebook files (.ipynb) from [GitHub](https://github.com/silx-kit/pyFAI/tree/master/doc/source/usage/tutorial)\n", "\n", "### Load and display diffraction images\n", "\n", "First of all we will download an image and display it. Displaying it the right way is important as the orientation of the image imposes the azimuthal angle sign." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2026-06-14T08:36:51.536099Z", "iopub.status.busy": "2026-06-14T08:36:51.535995Z", "iopub.status.idle": "2026-06-14T08:36:52.668512Z", "shell.execute_reply": "2026-06-14T08:36:52.667442Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using pyFAI version 2026.6.0-dev0\n" ] } ], "source": [ "#Nota: May be used if you are behind a firewall and need to setup a proxy\n", "import os\n", "#os.environ[\"http_proxy\"] = \"http://proxy.company.fr:3128\"\n", "import time\n", "import numpy\n", "start_time = time.perf_counter()\n", "import pyFAI\n", "from pyFAI.integrator.azimuthal import AzimuthalIntegrator\n", "print(\"Using pyFAI version\", pyFAI.version)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2026-06-14T08:36:52.714504Z", "iopub.status.busy": "2026-06-14T08:36:52.714238Z", "iopub.status.idle": "2026-06-14T08:36:52.717704Z", "shell.execute_reply": "2026-06-14T08:36:52.716892Z" } }, "outputs": [], "source": [ "from silx.resources import ExternalResources\n", "downloader = ExternalResources(\"pyFAI\", \"http://www.silx.org/pub/pyFAI/testimages/\", \"DATA\")\n", "#remove result files to avoid warnings\n", "for res in (\"moke.dat\",):\n", " if os.path.exists(res):\n", " os.unlink(res)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2026-06-14T08:36:52.719260Z", "iopub.status.busy": "2026-06-14T08:36:52.719147Z", "iopub.status.idle": "2026-06-14T08:36:52.723092Z", "shell.execute_reply": "2026-06-14T08:36:52.722366Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/tmp/pyFAI_testdata_kieffer/moke.tif\n" ] } ], "source": [ "moke = downloader.getfile(\"moke.tif\")\n", "print(moke)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The *moke.tif* image we just downloaded is not a real diffraction image but it is a test pattern used in the tests of pyFAI. \n", "\n", "Prior to displaying it, we will use the Fable Input/Output library to read the content of the file:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2026-06-14T08:36:52.724871Z", "iopub.status.busy": "2026-06-14T08:36:52.724758Z", "iopub.status.idle": "2026-06-14T08:36:52.989510Z", "shell.execute_reply": "2026-06-14T08:36:52.988610Z" } }, "outputs": [], "source": [ "#initializes the visualization module to work with the jupyter notebook\n", "%matplotlib inline\n", "#Better user experience can be obtained with\n", "# %matplotlib widget\n", "from matplotlib.pyplot import subplots" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2026-06-14T08:36:52.991708Z", "iopub.status.busy": "2026-06-14T08:36:52.991249Z", "iopub.status.idle": "2026-06-14T08:36:53.247248Z", "shell.execute_reply": "2026-06-14T08:36:53.246664Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import fabio\n", "from pyFAI.gui import jupyter\n", "img = fabio.open(moke).data\n", "jupyter.display(img, label =\"Fake diffraction image\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As you can see, the image looks like an archery target. The origin is at the **lower left** of the image. \n", "If you are familiar with matplotlib, it corresponds to the option *origin=\"lower\"* of *imshow*.\n", "\n", "Displaying the image using imshow without this option ends with having the azimuthal angle (which angles are displayed in degrees on the image) to turn clockwise, so the inverse of the trigonometric order:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2026-06-14T08:36:53.249467Z", "iopub.status.busy": "2026-06-14T08:36:53.249347Z", "iopub.status.idle": "2026-06-14T08:36:53.501557Z", "shell.execute_reply": "2026-06-14T08:36:53.500546Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = subplots(1,2, figsize=(10,5))\n", "ax[0].imshow(img, origin=\"lower\")\n", "ax[0].set_title(\"Proper orientation\")\n", "ax[1].imshow(img)\n", "ax[1].set_title(\"Wrong orientation\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Nota:** Displaying the image properly or not does not change the content of the image nor its representation in memory, it only changes its representation, which is important only for the user. **DO NOT USE** *numpy.flipud* or other array-manipulation which changes the memory representation of the image. This is likely to mess-up all your subsequent calculations.\n", "\n", "### 1D azimuthal integration\n", "\n", "To perform an azimuthal integration of this image, we need to create an **AzimuthalIntegrator** object we will call *ai*. \n", "Fortunately, the geometry is explained on the image." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2026-06-14T08:36:53.503771Z", "iopub.status.busy": "2026-06-14T08:36:53.503635Z", "iopub.status.idle": "2026-06-14T08:36:53.508125Z", "shell.execute_reply": "2026-06-14T08:36:53.507249Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Detector Detector\t PixelSize= 100µm, 100µm\t BottomRight (3)\n", "SampleDetDist= 1.000000e-01 m\tPONI= 0.000000e+00, 0.000000e+00 m\trot1=0.000000 rot2=0.000000 rot3=0.000000 rad\n", "DirectBeamDist= 100.000 mm\tCenter: x=0.000, y=0.000 pix\tTilt= 0.000° tiltPlanRotation= 0.000°\n" ] } ], "source": [ "import pyFAI, pyFAI.detectors\n", "detector = pyFAI.detectors.Detector(pixel1=1e-4, pixel2=1e-4)\n", "ai = AzimuthalIntegrator(dist=0.1, detector=detector)\n", "# Short version ai = pyFAI.AzimuthalIntegrator(dist=0.1, pixel1=1e-4, pixel2=1e-4)\n", "print(ai)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Printing the *ai* object displays 3 lines:\n", "\n", " * The detector definition, here a simple detector with square, regular pixels with the right size\n", " * The detector position in space using the *pyFAI* coordinate system: dist, poni1, poni2, rot1, rot2, rot3\n", " * The detector position in space using the *FIT2D* coordinate system: direct_sample_detector_distance, center_X,\n", "center_Y, tilt and tilt_plan_rotation\n", "\n", "Right now, the geometry in the *ai* object is wrong. It may be easier to define it correctly using the *FIT2D* geometry which uses pixels for the center coordinates (but the sample-detector distance is in millimeters)." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2026-06-14T08:36:53.509874Z", "iopub.status.busy": "2026-06-14T08:36:53.509762Z", "iopub.status.idle": "2026-06-14T08:36:53.513845Z", "shell.execute_reply": "2026-06-14T08:36:53.513136Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on method setFit2D in module pyFAI.geometry.core:\n", "\n", "setFit2D(\n", " directDist,\n", " centerX,\n", " centerY,\n", " tilt=0.0,\n", " tiltPlanRotation=0.0,\n", " pixelX=None,\n", " pixelY=None,\n", " splinefile=None,\n", " detector=None,\n", " wavelength=None\n", ") method of pyFAI.integrator.azimuthal.AzimuthalIntegrator instance\n", " Set the Fit2D-like parameter set: For geometry description see\n", " HPR 1996 (14) pp-240\n", " https://doi.org/10.1080/08957959608201408\n", "\n", " Warning: Fit2D flips automatically images depending on their file-format.\n", " By reverse engineering we noticed this behaviour for Tiff and Mar345 images (at least).\n", " To obtain correct result you will have to flip images using numpy.flipud.\n", "\n", " :param direct: direct distance from sample to detector along the incident beam (in millimeter as in fit2d)\n", " :param tilt: tilt in degrees\n", " :param tiltPlanRotation: Rotation (in degrees) of the tilt plan around the Z-detector axis\n", " * 0deg -> Y does not move, +X goes to Z<0\n", " * 90deg -> X does not move, +Y goes to Z<0\n", " * 180deg -> Y does not move, +X goes to Z>0\n", " * 270deg -> X does not move, +Y goes to Z>0\n", "\n", " :param pixelX,pixelY: as in fit2d they ar given in micron, not in meter\n", " :param centerX, centerY: pixel position of the beam center\n", " :param splinefile: name of the file containing the spline\n", " :param detector: name of the detector or detector object\n", "\n" ] } ], "source": [ "help(ai.setFit2D)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2026-06-14T08:36:53.515742Z", "iopub.status.busy": "2026-06-14T08:36:53.515631Z", "iopub.status.idle": "2026-06-14T08:36:53.631198Z", "shell.execute_reply": "2026-06-14T08:36:53.630180Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Detector Detector\t PixelSize= 100µm, 100µm\t BottomRight (3)\n", "SampleDetDist= 1.000000e-01 m\tPONI= 3.000000e-02, 3.000000e-02 m\trot1=0.000000 rot2=0.000000 rot3=0.000000 rad\n", "DirectBeamDist= 100.000 mm\tCenter: x=300.000, y=300.000 pix\tTilt= 0.000° tiltPlanRotation= 0.000°\n" ] } ], "source": [ "ai.setFit2D(100, 300, 300)\n", "print(ai)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With the *ai* object properly setup, we can perform the azimuthal integration using the *integrate1d* method.\n", "This method takes only 2 mandatory parameters: the image to integrate and the number of bins. We will provide a few other to enforce the calculations to be performed in 2theta-space and in degrees:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2026-06-14T08:36:53.633134Z", "iopub.status.busy": "2026-06-14T08:36:53.633017Z", "iopub.status.idle": "2026-06-14T08:36:54.395206Z", "shell.execute_reply": "2026-06-14T08:36:54.394284Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "res = ai.integrate1d(img, 300, unit=\"2th_deg\")\n", "\n", "#Display the integration result \n", "fig, ax = subplots(1,2, figsize=(10,5))\n", "jupyter.plot1d(res, label=\"moke\",ax=ax[0])\n", "\n", "#Example using pure matplotlib\n", "tth = res[0]\n", "I = res[1]\n", "ax[1].plot(tth, I, label=\"moke\")\n", "ax[1].set_title(\"Display 1d powder diffraction data using pure matplotlib\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As you can see, the 9 rings gave 9 sharp peaks at 2theta position regularly ranging from 4 to 12 degrees as expected from the image annotation.\n", "\n", "**Nota:** the default radial unit is \"q_nm^1\", so the scattering vector length expressed in inverse nanometers. To be able to calculate *q*, one needs to specify the wavelength used (here we didn't). For example: ai.wavelength = 1e-10 \n", "\n", "To save the content of the integrated pattern into a 2 column ASCII file, one can either save the (tth, I) arrays, or directly ask pyFAI to do it by providing an output filename:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2026-06-14T08:36:54.397081Z", "iopub.status.busy": "2026-06-14T08:36:54.396963Z", "iopub.status.idle": "2026-06-14T08:36:54.424104Z", "shell.execute_reply": "2026-06-14T08:36:54.423411Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "# {\n", "# \"poni_version\": 2.1,\n", "# \"dist\": 0.1,\n", "# \"poni1\": 0.030000000000000002,\n", "# \"poni2\": 0.030000000000000002,\n", "# \"rot1\": 0.0,\n", "# \"rot2\": 0.0,\n", "# \"rot3\": 0,\n", "# \"detector\": \"Detector\",\n", "# \"detector_config\": {\n", "# \"pixel1\": 0.0001,\n", "# \"pixel2\": 0.0001,\n", "# \"orientation\": 3\n", "# }\n", "# }\n", "# Mask applied: False\n", "# Dark current applied: False\n", "# Flat field applied: False\n", "# Polarization factor: None\n", "# Normalization factor: 1.0\n", "# --> moke.dat\n", "#2th_deg I\n", "3.831631e-01 6.384649e+00\n", "1.149489e+00 1.240585e+01\n", "1.915816e+00 1.222191e+01\n", "2.682142e+00 1.170374e+01\n", "3.448468e+00 9.966030e+00\n", "4.214794e+00 8.916003e+00\n", "4.981121e+00 9.104005e+00\n", "5.747447e+00 9.238893e+00\n", "6.513773e+00 6.136211e+00\n", "7.280100e+00 9.044516e+00\n", "8.046426e+00 9.204640e+00\n", "8.812752e+00 9.319985e+00\n", "9.579078e+00 6.469381e+00\n", "1.034540e+01 7.795609e+00\n", "1.111173e+01 9.413619e+00\n", "1.187806e+01 9.460720e+00\n", "1.264438e+01 7.745332e+00\n", "1.341071e+01 1.150989e+01\n", "1.417704e+01 1.325011e+01\n", "1.494336e+01 1.038881e+01\n", "1.570969e+01 1.069533e+01\n", "1.647601e+01 1.056470e+01\n", "1.724234e+01 1.286232e+01\n", "1.800867e+01 1.322806e+01\n", "1.877499e+01 1.548828e+01\n", "1.954132e+01 2.362899e+01\n", "2.030765e+01 2.536538e+01\n", "2.107397e+01 2.512453e+01\n", "2.184030e+01 2.193524e+01\n", "2.260662e+01 7.605017e+00\n" ] } ], "source": [ "ai.integrate1d(img, 30, unit=\"2th_deg\", filename=\"moke.dat\")\n", "\n", "# now display the content of the file\n", "with open(\"moke.dat\") as fd:\n", " for line in fd:\n", " print(line.strip())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This \"moke.dat\" file contains in addition to the 2th/I value, a header commented with \"#\" with the geometry used to perform the calculation.\n", "\n", "**Nota: ** The *ai* object has initialized the geometry on the first call and re-uses it on subsequent calls. This is why it is important to re-use the geometry in performance critical applications.\n", "\n", "### 2D integration or Caking\n", "\n", "One can perform the 2D integration which is called caking in FIT2D by simply calling the *integrate2d* method with 3 mandatory parameters: the data to integrate, the number of radial bins and the number of azimuthal bins. " ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2026-06-14T08:36:54.425296Z", "iopub.status.busy": "2026-06-14T08:36:54.425179Z", "iopub.status.idle": "2026-06-14T08:36:54.835353Z", "shell.execute_reply": "2026-06-14T08:36:54.834488Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "res2d = ai.integrate2d(img, 300, 360, unit=\"2th_deg\")\n", "\n", "#Display the integration result \n", "fig, ax = subplots(1,2, figsize=(15,5))\n", "jupyter.plot2d(res2d, label=\"moke\",ax=ax[0])\n", "\n", "#Example using pure matplotlib\n", "I, tth, chi = res2d\n", "ax[1].imshow(I, origin=\"lower\", extent=[tth.min(), tth.max(), chi.min(), chi.max()], aspect=\"auto\")\n", "ax[1].set_xlabel(\"2 theta (deg)\")\n", "ax[1].set_ylabel(\"Azimuthal angle chi (deg)\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The displayed image shows the \"caked\" image with the radial and azimuthal angles properly set on the axes. Search for the -180, -90, 360/0 and 180 mark on the transformed image.\n", "\n", "Like *integrate1d*, *integrate2d* offers the ability to save the integrated image into an image file (EDF format by default) with again all metadata in the headers. \n", "\n", "### Radial integration\n", "\n", "Radial integration can directly be obtained from Caked images: " ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "execution": { "iopub.execute_input": "2026-06-14T08:36:54.837376Z", "iopub.status.busy": "2026-06-14T08:36:54.837256Z", "iopub.status.idle": "2026-06-14T08:36:55.021215Z", "shell.execute_reply": "2026-06-14T08:36:55.020498Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Column number 34\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "target = 8 #degrees\n", "#work on fewer radial bins in order to have an actual averaging:\n", "I, tth, chi = ai.integrate2d_ng(img, 100, 90, unit=\"2th_deg\")\n", "column = numpy.argmin(abs(tth-target))\n", "print(\"Column number %s\"%column)\n", "\n", "fig, ax = subplots()\n", "ax.plot(chi, I[:,column], label=r\"$2\\theta=%.1f^{o}$\"%target)\n", "ax.set_xlabel(\"Azimuthal angle\")\n", "ax.set_ylabel(\"Intensity\")\n", "ax.set_ylim(0, 20)\n", "ax.set_title(\"Radial intgration\")\n", "ax.plot(*ai.integrate_radial(img, 90, radial_range=(7.87, 8.13), radial_unit=\"2th_deg\", \n", " method=(\"no\", \"histogram\", \"cython\")), \n", " label=\"Using integrate_radial\")\n", "ax.legend()\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Nota:** the pattern with higher noise along the diagonals is typical from the pixel splitting scheme employed. Here this scheme is a \"bounding box\" which makes diagonal pixels look a bit larger (+40%) than the ones on the horizontal and vertical axis, explaining the variation of the noise.\n", "\n", "### Integration of a bunch of files using pyFAI\n", "\n", "Once the processing for one file is established, one can loop over a bunch of files.\n", "A convenient way to get the list of files matching a pattern is with the *glob* module.\n", "\n", "Most of the time, the azimuthal integrator is obtained by simply loading the *poni-file* into pyFAI and use it directly. " ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "execution": { "iopub.execute_input": "2026-06-14T08:36:55.023370Z", "iopub.status.busy": "2026-06-14T08:36:55.023247Z", "iopub.status.idle": "2026-06-14T08:36:58.271649Z", "shell.execute_reply": "2026-06-14T08:36:58.270330Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of EDF downloaded: 52\n" ] } ], "source": [ "all_files = downloader.getdir(\"alumina.tar.bz2\")\n", "all_edf = [i for i in all_files if i.endswith(\"edf\")]\n", "all_edf.sort()\n", "print(\"Number of EDF downloaded: %s\"%len(all_edf))" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "execution": { "iopub.execute_input": "2026-06-14T08:36:58.274094Z", "iopub.status.busy": "2026-06-14T08:36:58.273912Z", "iopub.status.idle": "2026-06-14T08:36:58.436013Z", "shell.execute_reply": "2026-06-14T08:36:58.435127Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/tmp/pyFAI_testdata_kieffer/alumina.tar.bz2__content/alumina/al2o3_00_max_51_frames.poni /tmp/pyFAI_testdata_kieffer/alumina.tar.bz2__content/alumina/distorsion_2x2.spline\n", "# Nota: C-Order, 1 refers to the Y axis, 2 to the X axis \n", "# Calibration done at Tue May 31 17:20:54 2016\n", "PixelSize1: 0.000103358\n", "PixelSize2: 0.00010253\n", "SplineFile: distorsion_2x2.spline\n", "Distance: 0.116859855632\n", "Poni1: 0.0529565255372\n", "Poni2: 0.05473342483\n", "Rot1: 0.015821123969\n", "Rot2: 0.00940420221635\n", "Rot3: 9.58303365723e-09\n", "Wavelength: 7.084811024e-11\n", "SplineFile: /tmp/pyFAI_testdata_kieffer/alumina.tar.bz2__content/alumina/distorsion_2x2.spline\n", "\n", "Detector Detector\t Spline= /tmp/pyFAI_testdata_kieffer/alumina.tar.bz2__content/alumina/distorsion_2x2.spline\t PixelSize= 103.358µm, 102.53µm\t BottomRight (3)\n", "Wavelength= 0.708481 Å\n", "SampleDetDist= 1.168599e-01 m\tPONI= 5.295653e-02, 5.473342e-02 m\trot1=0.015821 rot2=0.009404 rot3=0.000000 rad\n", "DirectBeamDist= 116.880 mm\tCenter: x=515.795, y=522.995 pix\tTilt= 1.055° tiltPlanRotation= 149.271° λ= 0.708Å\n" ] } ], "source": [ "ponifile = [i for i in all_files if i.endswith(\".poni\")][0]\n", "splinefile = [i for i in all_files if i.endswith(\".spline\")][0]\n", "print(ponifile, splinefile)\n", "\n", "#patch the poni-file with the proper path.\n", "with open(ponifile, \"a\") as f:\n", " f.write(\"SplineFile: %s\\n\"%splinefile)\n", "\n", "with open(ponifile, \"r\") as f:\n", " print(f.read())\n", "\n", "\n", "ai = pyFAI.load(ponifile)\n", "print(ai)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "execution": { "iopub.execute_input": "2026-06-14T08:36:58.437754Z", "iopub.status.busy": "2026-06-14T08:36:58.437639Z", "iopub.status.idle": "2026-06-14T08:37:00.293507Z", "shell.execute_reply": "2026-06-14T08:37:00.292694Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Integration time for al2o3_0000.dat: 0.501 s\n", "Integration time for al2o3_0001.dat: 0.023 s\n", "Integration time for al2o3_0002.dat: 0.015 s\n", "Integration time for al2o3_0003.dat: 0.018 s\n", "Integration time for al2o3_0004.dat: 0.018 s\n", "Integration time for al2o3_0005.dat: 0.018 s\n", "Integration time for al2o3_0006.dat: 0.022 s\n", "Integration time for al2o3_0007.dat: 0.023 s\n", "Integration time for al2o3_0008.dat: 0.022 s\n", "Integration time for al2o3_0009.dat: 0.019 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Integration time for al2o3_0010.dat: 0.022 s\n", "Integration time for al2o3_0011.dat: 0.022 s\n", "Integration time for al2o3_0012.dat: 0.022 s\n", "Integration time for al2o3_0013.dat: 0.023 s\n", "Integration time for al2o3_0014.dat: 0.027 s\n", "Integration time for al2o3_0015.dat: 0.026 s\n", "Integration time for al2o3_0016.dat: 0.016 s\n", "Integration time for al2o3_0017.dat: 0.025 s\n", "Integration time for al2o3_0018.dat: 0.022 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Integration time for al2o3_0019.dat: 0.019 s\n", "Integration time for al2o3_0020.dat: 0.018 s\n", "Integration time for al2o3_0021.dat: 0.018 s\n", "Integration time for al2o3_0022.dat: 0.022 s\n", "Integration time for al2o3_0023.dat: 0.026 s\n", "Integration time for al2o3_0024.dat: 0.022 s\n", "Integration time for al2o3_0025.dat: 0.022 s\n", "Integration time for al2o3_0026.dat: 0.022 s\n", "Integration time for al2o3_0027.dat: 0.022 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Integration time for al2o3_0028.dat: 0.023 s\n", "Integration time for al2o3_0029.dat: 0.025 s\n", "Integration time for al2o3_0030.dat: 0.023 s\n", "Integration time for al2o3_0031.dat: 0.022 s\n", "Integration time for al2o3_0032.dat: 0.023 s\n", "Integration time for al2o3_0033.dat: 0.018 s\n", "Integration time for al2o3_0034.dat: 0.019 s\n", "Integration time for al2o3_0035.dat: 0.026 s\n", "Integration time for al2o3_0036.dat: 0.022 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Integration time for al2o3_0037.dat: 0.023 s\n", "Integration time for al2o3_0038.dat: 0.019 s\n", "Integration time for al2o3_0039.dat: 0.018 s\n", "Integration time for al2o3_0040.dat: 0.020 s\n", "Integration time for al2o3_0041.dat: 0.022 s\n", "Integration time for al2o3_0042.dat: 0.017 s\n", "Integration time for al2o3_0043.dat: 0.018 s\n", "Integration time for al2o3_0044.dat: 0.019 s\n", "Integration time for al2o3_0045.dat: 0.018 s\n", "Integration time for al2o3_0046.dat: 0.018 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Integration time for al2o3_0047.dat: 0.019 s\n", "Integration time for al2o3_0048.dat: 0.018 s\n", "Integration time for al2o3_0049.dat: 0.018 s\n", "Integration time for al2o3_0050.dat: 0.018 s\n", "Integration time for dark_0001.dat: 0.018 s\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = subplots(figsize=(15,8))\n", "\n", "for one_file in all_edf:\n", " destination = os.path.splitext(one_file)[0]+\".dat\"\n", " if os.path.exists(destination):\n", " os.unlink(destination)\n", " image = fabio.open(one_file).data\n", " t0 = time.perf_counter()\n", " res = ai.integrate1d(image, 1000, filename=destination)\n", " print(f\"Integration time for {os.path.basename(destination)}: {time.perf_counter()-t0:.3f} s\")\n", " jupyter.plot1d(res, ax=ax);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This was a simple integration of 50 files, saving the result into 2 column ASCII files.\n", "\n", "**Nota:** the first frame took 40x longer than the other. This highlights how crucial it is to re-use *azimuthal integrator* objects when performance matters.\n", "\n", "## Conclusion\n", "Using the notebook is rather simple as it allows to mix comments, code, and images for visualization of scientific data.\n", "\n", "The basic use of pyFAI's AzimuthalIntegrator has also been presented and may be adapted to your specific needs." ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "execution": { "iopub.execute_input": "2026-06-14T08:37:00.295092Z", "iopub.status.busy": "2026-06-14T08:37:00.294971Z", "iopub.status.idle": "2026-06-14T08:37:00.298196Z", "shell.execute_reply": "2026-06-14T08:37:00.297409Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total execution time: 8.680 s\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": 4 }