{ "cells": [ { "cell_type": "markdown", "metadata": {}, "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 reproducable 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 Syncrotron* 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": { "collapsed": true }, "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": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using pyFAI version 0.20.0-beta1\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.azimuthalIntegrator import AzimuthalIntegrator\n", "print(\"Using pyFAI version\", pyFAI.version)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "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": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/tmp/pyFAI_testdata_jerome/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": {}, "outputs": [], "source": [ "#initializes the visualization module to work with the jupyter notebook\n", "%matplotlib inline\n", "from matplotlib.pyplot import subplots" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "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 correspond to the option *origin=\"lower\"* of *imshow*.\n", "\n", "Displaying the image using imsho 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": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "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 calculation.\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": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Detector Detector\t Spline= None\t PixelSize= 1.000e-04, 1.000e-04 m\n", "SampleDetDist= 1.000000e-01m\tPONI= 0.000000e+00, 0.000000e+00m\trot1=0.000000 rot2= 0.000000 rot3= 0.000000 rad\n", "DirectBeamDist= 100.000mm\tCenter: x=0.000, y=0.000 pix\tTilt=0.000 deg tiltPlanRotation= 0.000 deg\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": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on method setFit2D in module pyFAI.geometry:\n", "\n", "setFit2D(directDist, centerX, centerY, tilt=0.0, tiltPlanRotation=0.0, pixelX=None, pixelY=None, splineFile=None) method of pyFAI.azimuthalIntegrator.AzimuthalIntegrator instance\n", " Set the Fit2D-like parameter set: For geometry description see\n", " HPR 1996 (14) pp-240\n", " \n", " Warning: Fit2D flips automatically images depending on their file-format.\n", " By reverse engineering we noticed this behavour for Tiff and Mar345 images (at least).\n", " To obtaine 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 arround 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", "\n" ] } ], "source": [ "help(ai.setFit2D)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Detector Detector\t Spline= None\t PixelSize= 1.000e-04, 1.000e-04 m\n", "SampleDetDist= 1.000000e-01m\tPONI= 3.000000e-02, 3.000000e-02m\trot1=0.000000 rot2= 0.000000 rot3= 0.000000 rad\n", "DirectBeamDist= 100.000mm\tCenter: x=300.000, y=300.000 pix\tTilt=0.000 deg tiltPlanRotation= 0.000 deg\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 *intergate1d* method.\n", "This methods 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": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "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": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "# == pyFAI calibration ==\n", "# Distance Sample to Detector: 0.1 m\n", "# PONI: 3.000e-02, 3.000e-02 m\n", "# Rotations: 0.000000 0.000000 0.000000 rad\n", "#\n", "# == Fit2d calibration ==\n", "# Distance Sample-beamCenter: 100.000 mm\n", "# Center: x=300.000, y=300.000 pix\n", "# Tilt: 0.000 deg TiltPlanRot: 0.000 deg\n", "#\n", "# Detector Detector\t Spline= None\t PixelSize= 1.000e-04, 1.000e-04 m\n", "# Detector has a mask: False\n", "# Detector has a dark current: False\n", "# detector has a flat field: False\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", "1.915815e+00 1.222192e+01\n", "2.682142e+00 1.170374e+01\n", "3.448468e+00 9.966028e+00\n", "4.214794e+00 8.916004e+00\n", "4.981120e+00 9.104006e+00\n", "5.747446e+00 9.238893e+00\n", "6.513773e+00 6.136210e+00\n", "7.280099e+00 9.044517e+00\n", "8.046425e+00 9.204640e+00\n", "8.812751e+00 9.319985e+00\n", "9.579077e+00 6.469373e+00\n", "1.034540e+01 7.795617e+00\n", "1.111173e+01 9.413619e+00\n", "1.187806e+01 9.460720e+00\n", "1.264438e+01 7.745329e+00\n", "1.341071e+01 1.150989e+01\n", "1.417703e+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 1.322805e+01\n", "1.877499e+01 1.548829e+01\n", "1.954132e+01 2.362897e+01\n", "2.030764e+01 2.536537e+01\n", "2.107397e+01 2.512454e+01\n", "2.184030e+01 2.193525e+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 *intrgate2d* method with 3 mandatroy parameters: the data to integrate, the number of radial bins and the number of azimuthal bins. " ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING:pyFAI.DEPRECATION:Function integrate2d_legacy is deprecated since pyFAI version 0.20.\n", " File \"\", line 1, in \n", " res2d = ai.integrate2d(img, 300, 360, unit=\"2th_deg\")\n", "WARNING:pyFAI.azimuthalIntegrator:Method requested 'None' not available. Method 'IntegrationMethod(2d int, pseudo split, histogram, cython)' will be used\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "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 images 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 intgrated 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": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING:pyFAI.DEPRECATION:Function integrate2d_legacy is deprecated since pyFAI version 0.20.\n", " File \"/usr/lib/python3/dist-packages/pyFAI/azimuthalIntegrator.py\", line 1599, in integrate_radial\n", " res = self.integrate2d(data, npt_rad, npt,\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Column number 34\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "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 digonal 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 convienient 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. \n" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "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": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/tmp/pyFAI_testdata_jerome/alumina.tar.bz2__content/alumina/al2o3_00_max_51_frames.poni /tmp/pyFAI_testdata_jerome/alumina.tar.bz2__content/alumina/distorsion_2x2.spline\n", "Detector Detector\t Spline= /tmp/pyFAI_testdata_jerome/alumina.tar.bz2__content/alumina/distorsion_2x2.spline\t PixelSize= 1.034e-04, 1.025e-04 m\n", "Wavelength= 7.084811e-11m\n", "SampleDetDist= 1.168599e-01m\tPONI= 5.295653e-02, 5.473342e-02m\trot1=0.015821 rot2= 0.009404 rot3= 0.000000 rad\n", "DirectBeamDist= 116.880mm\tCenter: x=515.795, y=522.995 pix\tTilt=1.055 deg tiltPlanRotation= 149.271 deg\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", "ai = pyFAI.load(ponifile)\n", "print(ai)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Integration time for al2o3_0000.dat: 0.335 s\n", "Integration time for al2o3_0001.dat: 0.010 s\n", "Integration time for al2o3_0002.dat: 0.011 s\n", "Integration time for al2o3_0003.dat: 0.011 s\n", "Integration time for al2o3_0004.dat: 0.011 s\n", "Integration time for al2o3_0005.dat: 0.011 s\n", "Integration time for al2o3_0006.dat: 0.011 s\n", "Integration time for al2o3_0007.dat: 0.011 s\n", "Integration time for al2o3_0008.dat: 0.011 s\n", "Integration time for al2o3_0009.dat: 0.011 s\n", "Integration time for al2o3_0010.dat: 0.011 s\n", "Integration time for al2o3_0011.dat: 0.011 s\n", "Integration time for al2o3_0012.dat: 0.012 s\n", "Integration time for al2o3_0013.dat: 0.011 s\n", "Integration time for al2o3_0014.dat: 0.012 s\n", "Integration time for al2o3_0015.dat: 0.011 s\n", "Integration time for al2o3_0016.dat: 0.015 s\n", "Integration time for al2o3_0017.dat: 0.017 s\n", "Integration time for al2o3_0018.dat: 0.011 s\n", "Integration time for al2o3_0019.dat: 0.011 s\n", "Integration time for al2o3_0020.dat: 0.011 s\n", "Integration time for al2o3_0021.dat: 0.011 s\n", "Integration time for al2o3_0022.dat: 0.011 s\n", "Integration time for al2o3_0023.dat: 0.011 s\n", "Integration time for al2o3_0024.dat: 0.011 s\n", "Integration time for al2o3_0025.dat: 0.011 s\n", "Integration time for al2o3_0026.dat: 0.011 s\n", "Integration time for al2o3_0027.dat: 0.011 s\n", "Integration time for al2o3_0028.dat: 0.011 s\n", "Integration time for al2o3_0029.dat: 0.011 s\n", "Integration time for al2o3_0030.dat: 0.014 s\n", "Integration time for al2o3_0031.dat: 0.021 s\n", "Integration time for al2o3_0032.dat: 0.011 s\n", "Integration time for al2o3_0033.dat: 0.011 s\n", "Integration time for al2o3_0034.dat: 0.011 s\n", "Integration time for al2o3_0035.dat: 0.011 s\n", "Integration time for al2o3_0036.dat: 0.011 s\n", "Integration time for al2o3_0037.dat: 0.011 s\n", "Integration time for al2o3_0038.dat: 0.011 s\n", "Integration time for al2o3_0039.dat: 0.017 s\n", "Integration time for al2o3_0040.dat: 0.011 s\n", "Integration time for al2o3_0041.dat: 0.011 s\n", "Integration time for al2o3_0042.dat: 0.011 s\n", "Integration time for al2o3_0043.dat: 0.011 s\n", "Integration time for al2o3_0044.dat: 0.011 s\n", "Integration time for al2o3_0045.dat: 0.011 s\n", "Integration time for al2o3_0046.dat: 0.011 s\n", "Integration time for al2o3_0047.dat: 0.011 s\n", "Integration time for al2o3_0048.dat: 0.020 s\n", "Integration time for al2o3_0049.dat: 0.013 s\n", "Integration time for al2o3_0050.dat: 0.011 s\n", "Integration time for dark_0001.dat: 0.011 s\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "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)\n", "pass" ] }, { "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 go crucial it is to re-use *azimuthal intgrator* 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 pyFAI's AzimuthalIntgrator has also been presented and may be adapted to you specific needs." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total execution time: 8.818 s\n" ] } ], "source": [ "print(f\"Total execution time: {time.perf_counter()-start_time:.3f} s\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.9.1" } }, "nbformat": 4, "nbformat_minor": 1 }