{ "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": {}, "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 2023.1.0-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.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_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": {}, "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": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "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", "text/plain": [ "
" ] }, "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-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": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on method setFit2D in module pyFAI.geometry.core:\n", "\n", "setFit2D(directDist, centerX, centerY, tilt=0.0, tiltPlanRotation=0.0, pixelX=None, pixelY=None, splineFile=None, detector=None, wavelength=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", " 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 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", " :param detector: name of the detector or detector object\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 Detector Detector\t Spline= None\t PixelSize= 1.000e-04, 1.000e-04 m 100.0 100.0 None\n", "Detector Detector\t Spline= None\t PixelSize= 1.000e-04, 1.000e-04 m\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 *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": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "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": "stdout", "output_type": "stream", "text": [ "Column number 34\n" ] }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYgAAAEWCAYAAAB8LwAVAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8o6BhiAAAACXBIWXMAAAsTAAALEwEAmpwYAABAYklEQVR4nO3dd3gVZfbA8e9JhxA6QuhVehGCgNhQQcGGAipWXPxhXXXVXV0blt21NxS70kRcUVEsVJUVKSJdQHoPLdQQAqnn98c7CZcwCQFycwmcz/Pkyb0z78ycO3funJl33nlHVBVjjDEmr7BQB2CMMebEZAnCGGOML0sQxhhjfFmCMMYY48sShDHGGF+WIIwxxviyBGFOKSJSV0RURCK89+NE5JZCTrtWRC7KZ9y7IvJEUcZa1EQkRUTqhzoOU3JEhDoAY45ERNYCVYEsIAUYD9yjqinHO29V7X688/Dmc0dhy4rIUGCjqj5eFMvOZxlTgE9U9cOcYapaJljLMycnO4MwJcXl3g6uDXAG8M/QhhM6OWc/xgSbJQhToqjqFmACLlEAICKPiMgqEdkrIktE5KqAceEi8rKIbBeR1cClgfMTkSkicpv3uoGI/CQiO7zyI0WkfGHiEpGhIvIv7/X5IrJRRB4UkW0isllEbvXGDQBuAP7hVfl86w1vKyLzvM8wWkT+6zO/h0VkCzBERCqIyHcikiQiu7zXNb3y/wbOAd7ylvGWN1xFpKH3upyIDPemXycij4tImDeun4j86q23XSKyRkSK5EzLlCyWIEyJ4u0EuwMrAwavwu0QywFPA5+ISLw37v+Ay3BnHQlA74JmDzwHVAeaArWAp44x1GpePDWA/sBgEamgqu8DI4EXVbWMql4uIlHAGGAoUBEYBVzlM7+KQB1gAO63O8R7XxvYD7wFoKqPAVNx1XBlVPUen/je9OKrD5wH3AzcGjC+A7AMqAy8CHwkInKM68KUUJYgTEnxtYjsBTYA24CBOSNUdbSqblLVbFX9L7ACONMbfQ3wuqpuUNWduATgS1VXquokVU1T1STgVdzO81hkAM+oaoaq/oC7dtI4n7IdcdcDB3nlvwJm5SmTDQz0YtuvqjtU9UtVTVXVvcC/CxuriIQD1wH/VNW9qroWeAW4KaDYOlX9QFWzgGFAPO46kDmFWIIwJUVPVY0Dzgea4I5sARCRm0VkvojsFpHdQIuA8dVxSSXHuvwWICJVReQzEUkUkWTgk8DlHKUdqpoZ8D4VyO8icXUgUQ/tOXNDnjJJqnogINbSIvKeVz2UDPwClPd2/kdSGYjk0HWxDne2k2NLzgtVTfVe2kXuU4wlCFOiqOr/cFUxLwOISB3gA+AeoJKqlgcW4aqLADbjqopy1C5g9v8BFGipqmWBGwPmU5TydqG8GaiRpwqnVp4yead5EHdG0sGL9VxvuORTPtB23BlOnYBhtYHEI8RtTjGWIExJ9DrQVURaA7G4nWESgHcxuEVA2c+Be0WkpohUAB4pYL5xuKqgPSJSA/h7EGIH2Iqr+88xA9eE9x4RiRCRKzlYRZafONx1h90iUpGAKrd8lpHLqzb6HPi3iMR5SfYB3BmTMbksQZgSx7s+MBx4UlWX4OrPZ+B2ii2BaQHFP8C1eloAzAW+KmDWTwNtgT3A90coezw+App5VWJfq2o6cDXuYvZu3JnLd0BaAfN4HSiFOxuYibs3JNAbQG+vFdIgn+n/CuwDVgO/Ap8CHx/rBzInJ7EHBhlz4hGR34B3VXVIqGMxpy47gzDmBCAi54lINa+K6RagFYefFRhTrIKWIESkloj87N24tFhE7vOGVxSRSSKywvtfIZ/pb/HKrJBC9pVjTAnWGFcNtht3Abq3qm4OaUTmlBe0KibvRqV4VZ0rInHAHKAn0A/YqarPi8gjQAVVfTjPtBWB2bgbm9Sbtp2q7gpKsMYYYw4TtDMIVd2sqnO913uBP3HtrK/E3XiD97+nz+QXA5NUdaeXFCYBlwQrVmOMMYcrlk6/RKQurquD34CqAafOW/C/O7MGh94otJFDb+IJnPcAXNcDxMbGtmvSpEkRRW2MMSe/OXPmbFfVKn7jgp4gRKQM8CVwv6omB94LpKoqIsdVx+X1bfM+QEJCgs6ePft4ZmeMMacUEcm3d4GgtmISkUhcchjp9S8DsDWnIzXv/zafSRM59E7SmthdnsYYU6yC2YpJcDcE/amqrwaMGgvktEq6BfjGZ/IJQDevS+MKQDdvmDHGmGISzDOIzrjeIS/wOlKbLyI9gOdx3SSsAC7y3iMiCSLyIYDX6+azwO/e3zPeMGOMMcXkpLqT2q5BmJNVRkYGGzdu5MCBA0cubIyPmJgYatasSWRk5CHDRWSOqib4TWOPLjSmBNi4cSNxcXHUrVsXe26POVqqyo4dO9i4cSP16tUr9HTW1YYxJcCBAweoVKmSJQdzTESESpUqHfUZqCUIY0oISw7meBzL9mMJwhhjjC9LEMYYY3xZgjDGGOPLEoQxplA2bNhAly5daNasGc2bN+eNN97IHZeVlcV9991H8+bNadmyJatXrz6mZbz22ms0b96cFi1a0Ldv33wvqo4fP57GjRvTsGFDnn/+eQBSU1O5++67eeCBB3j88cePafnmUJYgjDGFEhERwSuvvMKSJUuYOXMmgwcPZsmSJQA899xz1K9fn8WLF3Pvvffy9ttvH/X8ExMTGTRoELNnz2bRokVkZWXx2WefHVYuKyuLu+++m3HjxrFkyRJGjRrFkiVLGDx4MP369ePVV19l6dKlx/15jSUIY0whxcfH07ZtWwDi4uJo2rQpiYmJ7Nu3jzFjxnDfffcBUK9ePVauXHlMy8jMzGT//v1kZmaSmppK9erVDysza9YsGjZsSP369YmKiuK6667jm2++YfHixbRr14709HRKly597B/U5LIb5YwpYZ7+djFLNiUX6TybVS/LwMubF7r82rVrmTdvHh06dGDy5Mls2LCBNm3aALBz504uuuiiQ8qfc8457N2797D5vPzyy7lla9SowUMPPUTt2rUpVaoU3bp1o1u3bodNk5iYSK1aB/vyrFmzJr/99ht9+vThzjvvBODBBx8s9Gcx+bMEYYw5KikpKfTq1YvXX3+dsmXLMn/+fJ555hnuuOMOAG677TZatWp1yDRTp0494nx37drFN998w5o1ayhfvjx9+vThk08+4cYbbyxUXJdeeimXXnrp0X8gky9LEMaUMEdzpF/UMjIy6NWrFzfccANXX3014HbsOd03ZGZmMnHiRB577LFDpivMGcTkyZOpV68eVaq4Z9dcffXVTJ8+/bAEUaNGDTZsOPg8sY0bN1Kjhu/zxMxxsgRhjCkUVaV///40bdqUBx54IHf46aefzsyZM7n55pt57bXXuPTSSw/r76cwZxC1a9dm5syZpKamUqpUKX788UcSEg7vQ659+/asWLGCNWvWUKNGDT777DM+/fTT4/+A5jB2kdoYUyjTpk1jxIgR/PTTT7Rp04Y2bdrwww8/0LdvX+bOnUvDhg1ZuHAhr7766pFn5qNDhw707t2btm3b0rJlS7KzsxkwYEDu+B49erBp0yYiIiJ46623uPjii2natCnXXHMNzZuH7qzqZGbdfRtTAvz55580bdo01GGYEs5vOyqou287gzDGGOPLEoQxxhhfliCMMcb4ClorJhH5GLgM2KaqLbxh/wUae0XKA7tVtY3PtGuBvUAWkJlf/ZgxxpjgCWYz16HAW8DwnAGqem3OaxF5BdhTwPRdVHV70KIzxhhToKAlCFX9RUTq+o0T92ija4ALgrV8Y4wxxydU1yDOAbaq6op8xiswUUTmiMiAfMoYY4wJolDdSd0XGFXA+LNVNVFETgMmichSVf3Fr6CXQAaAuxPTGGNM0Sj2MwgRiQCuBv6bXxlVTfT+bwPGAGcWUPZ9VU1Q1YScPlyMMUVr7dq1tGjR4pBhTz31FC+//HK+04wdOzb3YT7H68knn2Ty5MkFlpkyZQrTp08vkuUdyeuvv05qamqxLCtHmTJlANi0aRO9e/cusKzf93UsQnEGcRGwVFU3+o0UkVggTFX3eq+7Ac8UZ4DGnNDGPQJb/ijaeVZrCd2LZmee44orruCKK64oknk988yRdwFTpkyhTJkynHXWWce9PFVFVQkL8z+Gfv3117nxxhuP+7kTWVlZhIeHH9U01atX54svvjiu5RZW0M4gRGQUMANoLCIbRaS/N+o68lQviUh1EfnBe1sV+FVEFgCzgO9VdXyw4jTGHL9BgwbRrFkzWrVqxXXXXQfA0KFDueeeewDo168f9957L2eddRb169fP3cFlZ2dz11130aRJE7p27UqPHj18d379+vXLHV63bl0GDhyY22fT0qVLWbt2Le+++y6vvfYabdq0YerUqSQlJdGrVy/at29P+/btmTZtGgBJSUl07dqV5s2bc9ttt1GnTh22b9/O2rVrady4MTfffDMtWrRgw4YN3HnnnSQkJNC8eXMGDhyY+1k3bdpEly5d6NKlCwATJ06kU6dOtG3blj59+pCSkpLvuqpbty4PP/wwbdu2ZfTo0XzwwQe0b9+e1q1b06tXr9wzkzVr1tCpUydatmx5yCNUA88O1q5dyznnnEPbtm1p27Zt0Z9B5WTKk+GvXbt2aszJaMmSJSFd/po1a7R58+aHDBs4cKC+9NJLqqoaHx+vBw4cUFXVXbt2qarqkCFD9O6771ZV1VtuuUV79+6tWVlZunjxYm3QoIGqqo4ePVq7d++uWVlZunnzZi1fvryOHj36sOXfcsstucPr1KmjgwYNUlXVwYMHa//+/Q+LR1W1b9++OnXqVFVVXbdunTZp0kRVVe+++279z3/+o6qq48aNU0CTkpJ0zZo1KiI6Y8aM3Hns2LFDVVUzMzP1vPPO0wULFuTGkJSUpKqqSUlJes4552hKSoqqqj7//PP69NNP57su69Spoy+88ELu++3bt+e+fuyxx3I/2+WXX67Dhg1TVdW33npLY2NjVfXQ72Lfvn26f/9+VVVdvny55uwD/b4vVf/tCJit+exTrbtvY8wRuZbp+Q9v1aoVN9xwAz179qRnz56+ZXv27ElYWBjNmjVj69atAPz666/06dOHsLAwqlWrlntEfiQ5z6Jo164dX331lW+ZyZMn5z4zGyA5OZmUlBR+/fVXxowZA8All1xChQoVcsvUqVOHjh075r7//PPPef/998nMzGTz5s0sWbLksIchzZw5kyVLltC5c2cA0tPT6dSpU4HxX3tt7i1hLFq0iMcff5zdu3eTkpLCxRdfDLjec7/88ksAbrrpJh5++OHD5pORkcE999zD/PnzCQ8PZ/ny5QUu92hZgjDGHFGlSpXYtWvXIcN27tyZ+9yH77//nl9++YVvv/2Wf//73/zxx+HXSKKjo3Nf63H2Ip0zr/DwcDIzM33LZGdnM3PmTGJiYgo939jY2NzXa9as4eWXX+b333+nQoUK9OvXjwMHDhw2jarStWtXRo0qqGFm/svp168fX3/9Na1bt2bo0KFMmTIld1x+iTnHa6+9RtWqVVmwYAHZ2dlH9VkLw/piMsYcUZkyZYiPj+enn34CXHIYP348Z599NtnZ2WzYsIEuXbrwwgsvsGfPngLr4AN17tyZL7/8kuzsbLZu3XrIzvFoxcXFHfLUum7duvHmm2/mvp8/f37uMj///HPAXTvIm/hyJCcnExsbS7ly5di6dSvjxo3zXVbHjh2ZNm0aK1euBGDfvn1HdSS/d+9e4uPjycjIYOTIkbnDO3fuzGeffQZwyPBAe/bsIT4+nrCwMEaMGEFWVlahl1sYliCMMYUyfPhwnn32Wdq0acMFF1zAwIEDadCgAVlZWdx44420bNmSM844g3vvvZfy5csXap69evWiZs2aNGvWjBtvvJG2bdtSrly5Y4rv8ssvZ8yYMbkXqQcNGsTs2bNp1aoVzZo149133wVg4MCBTJw4kRYtWjB69GiqVatGXFzcYfNr3bo1Z5xxBk2aNOH666/PrUICGDBgAJdccgldunShSpUqDB06lL59+9KqVSs6derE0qVLCx33s88+S4cOHejcuTNNmjTJHf7GG28wePBgWrZsSWJiou+0d911F8OGDaN169YsXbr0kDOTomAPDDKmBDiZHxiUkpJCmTJl2LFjB2eeeSbTpk2jWrVqQVteWloa4eHhREREMGPGDO68887cs4uT3dE+MMiuQRhjQuqyyy5j9+7dpKen88QTTwQ1OQCsX7+ea665huzsbKKiovjggw+CurySzBKEMSakjue6w7Fo1KgR8+bNC/pyrrrqKtasWXPIsBdeeCG3lVJJYAnCmBJCVY/YqsWcOHKa0p4ojuVygl2kNqYEiImJYceOHcfdPNScmlSVHTt2HHUzWDuDMKYEqFmzJhs3biQpKSnUoZgSKiYmhpo1ax7VNJYgjCkBIiMjc29KM6a4WBWTMcYYX5YgjDHG+LIEEQxJy+CrAXAg+eim2zQP1kwNTkzGmKK18kfYuvjopkndCV/eBrvWBiWkomYJIhh+/g8s/C/8+mrhp8nOhtG3wqfXwB7fZymFTupOsNYzJlSys2G/f39JIbN9JXx6LYy5/eh+Gz//G/4YDb/k/yS+E4kliKK2ez38ORaiysCMt2HXusJNt3Iy7FoDGakw8fEjl8/Pb+/DsCsgefOxzyNQ8iZ4tSks+Kxo5hdsqm79Db0MVv1U8I93zS8wqC0Muxy++xvMfMclw5IiJQlmDIZv73Ofd1Bb2FhAVzOqsGw8fHQx/Pxc8cV5vGZ/BK+1LLrvZtc6+Lg7zPvk2KZXhXH/gOwM92S/9TMLN922pTB7iNs3LPzcfX8nOEsQRe239wCBm8aAhMHkgYWbbtb7UKYqnPMQLB4Dq/939MvOyoSpL8Oa/8FHXV1VVw5VtyEnHWV/8SsmQuYBWPbDkcsWRnYWbJjldt7ZeXqeVIXEubBj1bHP//cPYfqbsHkBjLgKhl4K6/J5yta8kZCyFdJTYdGXMP4R+Pxmd8RakM0LYeuSgsscj80LYNufBZfJyoRP+8CER2HJWMhMg+REWJBPl9OrfoYPL4JR18K2JfC/52F+4bunPkzSchenX1wrJsPGOUdej4W17AdI3wurfz666bYucQkz8CBh8wL321g/3R3FH8uZ8bIfYNWP0OVxiCnnfruFMfExlxxu+AKy0mD2x0e/7GJmCaIope2FucOh2ZVQ60zofJ/b2R/pCGPHKlg5CdrdCuc+BOXrwLiHISvj6Ja/6ke3wzvvEbfD+KgbrJ7idoTvngMfXwzDLoP9uw+dLmM/DL8S5gw7fJ4rJrn/a6cevkM/Gqv/B2PuhJdPdz/QEVfBm23dUfu+He4M5f3z4YMu8HZH+P2jgn+8qTth+US3QwpcxriH4fTu8NBy6P4S7FgJQ7rDuhmHTp+d5dZ5k0vh/36Eh9fBZa+7zzn7I/9lZhyAiU/Ae+fCkEtg94bDy2xdXLgj3ZRt/sl6+0p3dPtOZ1dVmZnuP/30N9w1q14fwcNr4LZJ0OACt07yrreVk2FET9i7BS4f5NZNvXPdmUfgGUdmOiwbV/C1M1WXgN/u6NbDh11dct23Haa9AW+0hpG94MML4NUm8M09hT/C9pOZdvC7WzH58PEz34GR1xz+W0lJgqE94MML4YMLYOFot26G9ICwSDj7AXfGvn7G4fMsSMZ+GP9PqNIUzr4fzrjJ1Rgc6Yx9xWT3PZz3D6jTCRp2hd8/cNvUCcwSRF7Lxrkd1faVhw7PzoIf/gFvtnM7unkjXXVSoHkjIS0ZOrnn8NL5XoiLdxtUQUdTv38IYRGQcCtEloJLnoekP2FWPp2I7d/tv3OaPxJKV4JzHnQ7jNjKbsf/zV2gWe6IZ1/S4Wc1k59yiWT6m4fuXDLT3U439jRXB7xl4aHT7dsB394PiXPy/2zgjoaHX+mOvBp0cTu13kOgTDV31P5SfVeXm5EKPV6GeufB9w/A13e6o3s/397njqDfSoC5I2D7Chh9C1RuBFe/79ZjhwHw1zkQGXv4kfWmeZC6Axp1c+9FoF0/aHAhTBoIO9ccXv7982D6IGh9ndsevhpwaNJcNs4l4rF/LXh9AHz1f/Bu50PPFDPT4cv+EBEFza+C/73gdnB5L4Ru+xOmPO8ORFr2Pji8UVfYs/7QM0eA+Z+67eKvc6DdLW7d9BkGZePhsxvcZ/39Q5ewR13nvhM/B5LdGdbEx6FJD7j4Obc9ffEXeKkBTHoSKtaDa0bAVe9DnbNgyTfuLO5IF2XXzXDVfAf2HDp8wyzI3O+2wZWTD/0dZWfDtEGwYoJbV4HGPwLp++CCx92B21e3ue2lQl332zj3IXc0P9/nOQu71uWfJKcNgt3roMeLEB4J7fu7bWDOkPw/W1amO3uoWB/OHOCGdbrbrbtFeZ6/vXO1O8j8aoCrMpw08PCEv2WR286OpZbhKAXtRjkR+Ri4DNimqi28YU8B/wfkVL49qqqH1V2IyCXAG0A48KGqPh+sOA8z9VW3Mxh6KfT7zu1wsrPckdCCT6FOZ1g+3r0GaHkNdPuX2xn/9g7U6gA127lxUbFw0VNu5/f5TRDf2m0k8W2gckNXJi3FJZZmV0Kc14tl4+7uCOPnf8PG36FUBfeXnOiO+HascAnl/35y8wR31LpsHLS/ze1gKtSF/pPcDq3++W6nKwJpe1wiaNkH6p7tfnS/vQuVGrr5bll4cJ4bfoP0vWxIeJha0x93SaT6GbmrKnv2EMLmDEHnDkM63gVdHnWfOa8pz7vh986D0hUPDm9xtUsuf37rYql/AYSFQUJ/+OUlmPKcq+O95dtDp0uc647aml/tflBj7wHEne73HQUxZQ+WjY5zO7M/x7rkExHlhi+f4KoAG1xwsKwIXDEIBnd0O/mbx8Leza46Zt5IVwV445fQ8CK3Tsfc7raX8/4Oa6fB6H5unssnuO8jMOZAexLdjzssAj673n2+Gm3hp2dh83y4diQ0vcwlie/ud0fq7frBuf9wO/qv73Sfq8crh843J9mtmACnec8VSN/ntovW10FkQDcLpStC389ctdOgMwCFmme6737BKOh8P1Q5/WD5vVvdb2Lnare9d7rHra8Ot7uzzI2zXLzVWh6cpvW17hrWG21cdc6Vbx2+Lg4kuwMU76wtu3ITwjrefnD86imohLOp5V3UmPmU2z6rt3Hj1k+HvZvctjv1Ffe91O7o1v+iL+D8R+Hcv8PZD7qz6/Uz3Fl9jPe8ieY9YfHX0P3Fg9vtuhnuzEMVqjSGGgnud7l/F+z3fmPNr3ZnYOB+z426uWsL5zx0cPvattRtuztXuW08aSlc9+nB8fXPh9Oau+uUbW5wv+3x/3TbKUBsFajYAKa97r7DHi+59b3lD3eNcf9Od8ZW/7zD12kRCtrzIETkXCAFGJ4nQaSoar6X8EUkHFgOdAU2Ar8DfVX1iJW+x/o8iP3pWezYl0Zq4p+c/sUFrK/bh2qbf4KwMNb2+JSGKz4ibOFnboM7/2F35JK01LVGmPEWRMRA08vd0UifYW7Dy5GdDd/d55rEJQc89KNFL+jymLte8N3f4C8ToXaHg+N3rXVHyXs2up3Ngd1QujLUTIDqbV29Z9nqcNuPEB7hLk6P+zt6+1S0akvCwvLp1C09Fd7p5HZON491VTqlKsJNX8HrraDjHdDtX2zYmcrmL/5B202f0ubAe4yP+xfxNeoS3u8bAA6kZ7LrpTPYmhbJivCG9NEJZMTVIrL3B+4UOsfWxfDOWe6HesGRL75nZysi3qMWV0xyR7RNL3dnHDkd1Y242iXx+xa4HeXKyTBnKHS80yWavJaNc/O5fjSc7u1E3zsXIkpB/wmHl58zDL691yXptVNBs13SOv9hl6jB7UC++j900Vds6vwsVX/7D+kxp7G4zeO0n/oXNp71LzShP2VLRZLzVWQrJO/PIHzGIKr//hy/nfcJrWY/QkTmPrYnPED8tCcg4S9w2WsHY9m33VU1zR0G4dFuG1n1k1sfLa4+PPa3z3I7/37fufeLvnRH+P2+9183Oeuu/f+5nV7qDldN1PAiuGbYwc86so9bFzd8AfXO8R5qT/7bWaBxD7uz4b/OdjvUHKt+JuOrOwjft41P6U5C9kJiSsdR4+/TiAx3lRuZ713Aqu2p3LD3XmbH3Mn0OndS7+qBxJcr5X4fC0fDffNdtaVmw18muGqv6Di4/ZeDO+Q8srMVWT8dGdoDer4Lbfq66qx3z3bVSG1vdgdjibNdcihVwf1OKtSBK950v73AdfhJL3dmXK0l/PgMLPXWPwLlarqqzEueP7gNgzvzHXuPq6Za9JWL/+z7XaKt7CXnSU/A9DfJatefVbWupt4PN5AVHsP2Kh2osX4sy/vOIK5qXSrGRhETGX7k78JHSJ4Hoaq/iEjdY5j0TGClqq4GEJHPgCuBoFwVVFVaPT2BjCzlkYhR1A8Po9fSLpST9oyK+jf1vriEMMliSvUBxDe5i6qp6UxbuYNfV2ayeNOFtK11Bn/ZM5ja80eyP7YmI5OasXrMH+zal07tiqWpWzmWei2e4vQLX6FiZKar91z0pas7XfKN25CrtXLXLDy79qUzakEmMzIe5dzWVbiyTXVOKxOFt+d0hSo3dEesv70DZ/2VzLkj2F2mMb0+2cHW5PG0qF6O1rXK07x6WcLDhLSMbNKysklNy6Ri/EP0WXIPKYM6EZOdyvB6L5M8K4WLy5xJ1d9G0Wt+F9bsPMD4qCmsKNWCfp1aMWlqE65f+xO7d+8hIro0//lwFC9krGd+g0eYKF35YllHnt/zLlWH9ORfp70G8S05LS6a7ksepU5YLC9s74KOXUyZ6AhioyOIjQ4nOiKM6Ai3US/ZnMz8Dbv5Y+MeKsZGcX2H2lzX/lwqdXnU/eBO7+6OSNdOc0eDXZ+FmLJsT0nj220N+Tn1PtqtrMD1ldKoEhd96Jfc4AKILgeLv3IJYu8W2LyA/ec+xqK1O1mTtI/V2/exfuc+ypWKpG7FzvSqdg6VVk5medVLGRV7A3NXlaVxynrObpTK2Q0rs3t/BmOj7+Ba/R81fn2URK1E771/Y/OkaCZE1STl12H0+qk+h1PGR33CZhpx7YQw6srfGB31NPHTnmCN1OLb8H703JFKTFQY01ZuZ+qK7azcdjVn1u1C35ThNFg1kS01LmbM9tas/WIhKWmZ1KnktrP6lWNpUf8iYmYNdlU1MeXcjqdMNajd6bBItiYfYMSqWixKvZcLt1XlsqoZVIitDB3vgl9edBd041u76qeVk6DHy2yr1J5Rk1fw6ax17EvLomUNt501jY9DFdIzs0nLzCIlLYuUtAxSDmQSfeBi/s7HLP30cX5s8hRbk9OI2vw7jyY9zLrsKvwz+2mqNu1M1dSv6Jr4Fv/48GsG9ruCfck7qbR5HpOyenL9hQmsmdWQyDU/0vn5c2hQMYox+79kVbnO/DxzN5XiH+OGJbeT+kZHYrOS+azlB+ydvoFSURHedhZGZpbyR+IeFmzczeJNydQqH8OYUrUoPXcEEW36urOQ7ctdEmzUNWcHAapsSk7j6/mJzFi1g/MWHKBPQgblSkW6MvUvcEf74/7hkklkrDuYbHYlVKjL9jRh+da9rJ21gTXbU9i4az+VykTRoHwCN0RXImreCFZXPJePy97BwkXlaLU7nbMbbqVTg0psaPYQu1ft5Ow5H1Fv9lC2UZ6+6Q+ju2Fq9DeMHf4qg7N6Ur50JPOf7HZ8O0MfQX2inJcgvstzBtEPSAZmAw+q6q480/QGLlHV27z3NwEdVPWefJYxABgAULt27Xbr1hWyWWmAIdPWUDpc6TmlG/urtGJT96GkZWbB9uU0mHI3kyPO5+GtF5CR5Y5uVSEuOoIWNcqxcXcqG3amcn7YfJK0PIu1HhVKR1KhdBQbd+8nPfNgnWnVstE0qVaWymWiydiziW7bR3Bx2gQGl3uIHfUu5/SqZViyOZkx8xI5kJFN7YqlWb8zlTCBzg0rU7dSLAcystifkUVmZjZ3bX2Cxqlz+bjaY9y5+QmeyriZxbX60rx6Of5I3MOixD2kBSw/R5jAa9HvcSX/4xVu5L2My0jPyubamFm8wOu8VvM1KtRsQr+Z3eGip+Hs+5k3+TPO+PV2/hbzLH/GtOHaHW9zc+Rkwv++AkpVYFvyASbMnMdls24iOzubG/RfhB/YxffRj/I2vfk4oi/pmVmkpGWS7bPJRYWH0ax6WVrXLMeKbSlMX7WDqPAwLmhckb9vfpDqaav5V80PuDXpOapkbOa1Zv9l3Z5sflmxnaxszV1XUeFhXN66OmfULs+KrXtZtnUvG3bu58nswZybMZ2Bjb+mSdIE/rLjFbqnPcefWgeAyHChZoXSJO/PYMe+dKJJpxLJbKIyNcqXok6l0izelMye/QcvhoaHCf3q7OD2zE9J7PgUWuV0YiLCKTvnLWrOeYHvzv+BLeHxh3zO2mmr6PZrb9Z3epaUlv04kJlF2JY/iP/9Od4I78eodWUOqXKuUDqSpvFlWbN9H5v3HKCmbGObViCdSCqXiaZMdDgbd+0n01up7WUpo6Of4Z3TnmRD+Q48tbwn30d15+WwW6lTqTSnV42jUdUy/LZ6Jz/8sZksVWpWKMWGnfuJDBfOb3watWMzeHBJH1bHNOOLinfw6MbbWVW6Da9U+Q9TlieRma2cd3oValcszYKNu/lzczIZWYd/qeFhQpnoCCLDw7g382Nu0B+4MP1lypeKYrg+RlpEHBM6DueSDi2pXCYakjehrzbjzcyrmFS1P82Sp/JCxvMsvGgUrc7uAT8+i/76Ku91mIyum86dmx/nLh7hhwOtiAoP44HI0dzBl4zkEh5Pu9m3jUOpyHBa1ihHixrlmLN+F+dsGsJDkaN5u/p/GLDpSebFncdHpz1GZEQYMRFhlIoKZ8XWFGau2YEqudtZ6ahwererScPTyrB0y15qrR5N/72D+T76Un6qciNRZauybe8B/ty8l+0pabnLj44Io0aFUmzfm0bygUzOkBWUlgNMy25JnUqliS8Xwx8b97AvPSt3XxMVLrxedRyds35nVZd3kIp1iY4Ip9Y3vQnbt4Wx53xLlsKNHev47+COoKAziOJOEFWB7YACzwLxqvqXPNMcVYIIdFyPHF0+wd2kdu0nrkojjx0paXy7YBPJBzLp3LASrWuWJ8I7DU4+kMGyLXuJCBPqVY6lfGl3WpuVrWzavZ/V2/exfMte/tySzNLNe9mVmk6VuGiqlImmfIywdlc6y7fsZW9aJtERYVzdtgb9zqpH42pxrEpK4et5iXy7YBN79mcQExlOTGQ4EWFCxaxtDNl3D5FkIgKrbppD4/p1c2POyMpm3Q6XYKIjw4kKDyM2OpxSkeFI+j7XbLDxpRAWRla2Ep6ZCi81glZ9oEY7Vw9/53So2hzS9qLP1+FDvYI3s/swu/S9RNXr5NZXoK2L4eNLoGwNNK4asmku3LcQSpUH3BnbgYxsUtIySc/KJj0zm6zsbGpXjCUq4mCbiZXb9jJixjp+XpZEteytDDlwP3sljmq6jRcjbucz7UpsdDiXtqzO1W1rcHpVt66GTV/LF3M2kpqeRWxUOKdXi6NupVhq7ZzJA1sf5pHIR7iUX2ihK/j87PGcHl+WBpXLUL18TO73uWd/Bmu37+NARhZNqpWlXOnI3O/zj8Q9TFu5neiIMK5oU53T4ny6T96TCK81h/MfcX+BJjzmmkI/tNz3GsXmPfv5Zv4mslU5t1EVmsWXza3G2bUvnWVb9xIbFUHdyqWJi3FxZWZls3HXflZvT2H5pt3c9OuFTA0/k99pzhMZg3iu+ptsK9cqdzvcn5FFXHQE17SvxS2d6lKrYil3YDI3kXGLtrA/I4v+Mpa7M4ezRU4jhgP0i3mDXWEV6Nq0Kjd2rEPdygevNR3IyGLDzlQiwt2RelREGLFREcREhh18fkXKNni9FVr/PCRpmWvM0X8SVGpw6AoYfiWpW1dxxp4XeSZyOH3CpxD2yHpXVbR+pmuJ12eou2616mf0wWVkh0USHibuYvCyH6BRVzQihn3pWexPzyI9K5u0jCwUqFOxdO73DPDn0sU0/qwzWYSzj1LcGjuYlPDyZGZr7sFYxdgormxdg6vOqEHtSqVZlLiHIdPW8u2CTaRnZVM2JoIm1cpSu0Iku/Yr2/amsT0ljcplomlSLY4m8WU5vWoZ6lcpQ3zZGMLCBFVlV2oGa7bvA5TG1cpSJtpV6KRnZjNv/S6mr9pB5bhoLm8Vn7tPOcT8T931qFvHuQYBx6igBOHVJQbnD6gLLDqacUAnYELA+38C/yzM8tq1a6fH7LMbVV+op5qRduzzOA7Z2dmauCtVd6emH92EM99THVhWddT1RRPIF7epPldbdeS1qi83Uc3OPjjuw66a9s55um3Ot26ZS771n8eqKapPV3JlprxYNHHNH+Xm93qrI35HyfvTdcPOfZqVFRB7Zob7fkddr/rvGqpj7y2auPIz9DLV11sfuv6yMlVfaqT6ad/gLnv0raovNlQdfpXqqy0OiSErK1vX79inKQcyCp5H2j4Xa0Hf89Ga8Lib37Onqa6f5V9m3qeqA8vqpoU/a8YbCaojrj44LjND9blaqv+9WfXZqqrf/q1o4hp2hYtr3qdHNdmufWm6aXeqZgd+x8UpLUX139VVx9x1XLMBZms++9RibeYqIoHn21cBi3yK/Q40EpF6IhIFXAeMDWpg+3a4C5mtrs33olawiQjVy5c6WK9ZWO37w3kPuxZERaFlb3dBfPk4aHTRoRfV6p9P1NYFVPlzOMSUP1hPm1f98+Dq91xLjQ63+5c5Wq2udRf5rv7wiN9RXEwkNSuUPvQCaniEqxNe+p276apR0dfXHhbvrjWH3meweoq7T6X1tcFddqNusG+bu1bT4qpDvsOwMKFWxdLERh/h8mNUaXfR9dJXXYuqotD5Pqh7jrvAXqu9f5mml0FEKeIXvUfEzuVuG8oRHuGuJy352jV9DWziezwufNI1oGh93VFNVr50FPHlSoXuKX9RsV5LrDGuNWQQBC1BiMgoYAbQWEQ2ikh/4EUR+UNEFgJdgL95ZauLyA8AqpoJ3ANMAP4EPlfVo+wR6yj9MdrdNt/mhqAuJijCwl1yqNq8aObX4ALXWgNcK55A9c93LS1WTHAtaCKiD5s8V4tecPM3hzY5PR4irpVSfjuWwmjRy/0Pj3LNfoOp6RWuddvCgC5KFv7XXSxvFORnEje8CPB2Wjmf+VjUO8cdgBSV2MqudVWTHvmXiY5zSSLnzv3ABAEHt8myNaFWx6KJq0Y718quJD7Otc2NkLHPNXgJgmC2YurrM9j3FlVV3QT0CHj/A1BEfTsUwvxPXGuNai2KbZEnrPBIt/OfO+LwNtY1EiCytLuhrVWQj4KDoXYnKFsDTmsK0WWCu6yYsq5p4+wh7ggPXAuXM2469H6EYIit7FrFpe50LeRKmlbXuoO20pXcvQKBGl4EEu6uk4XZfb7U7uhaUM0fCWcU/QGuPVEuKxOaXH5o++xT3UVPuXb/OTcU5YiIgvpdYPsyd0NgSRMW7o5gI31u5guG8//pdnLqtSQLi3BnQcWh9xDIziyZR8X1u0BcdXcGkzcJxFWFAVPcDazGfb9n3+/ul1Et8u87qK2YittxtWIyhbN/l+v3psxpoY7EnMySN7s69qKqojT5CsmNcuYklXMnsTHBVDb+yGVM0FklnjHGGF+WIIwxxviyBGGMMcaXJQhjjDG+LEEYY4zxZQnCGGOML0sQxhhjfFmCMMYY48sShDHGGF+WIIwxxviyBGGMMcaXJQhjjDG+LEEYY4zxZQnCGGOML0sQxhhjfAXzmdQfi8g2EVkUMOwlEVkqIgtFZIyIlM9n2rXes6vni4g9AcgYY0IgmGcQQ4FL8gybBLRQ1VbAcuCfBUzfRVXb5PekI2OMMcEVtAShqr8AO/MMm6iqmd7bmUDNYC3fGGPM8QnlNYi/AOPyGafARBGZIyIDCpqJiAwQkdkiMjspKanIgzTGmFNVSBKEiDwGZAIj8ylytqq2BboDd4vIufnNS1XfV9UEVU2oUqVKEKI1xphTU7EnCBHpB1wG3KCq6ldGVRO9/9uAMcCZxRagMcYYoJgThIhcAvwDuEJVU/MpEysicTmvgW7AIr+yxhhjgieYzVxHATOAxiKyUUT6A28BccAkrwnru17Z6iLygzdpVeBXEVkAzAK+V9XxwYrTGGOMv4hgzVhV+/oM/iifspuAHt7r1UDrYMVljDGmcOxOamOMMb4sQRhjjPFVqAQhIpWCHYgxxpgTS2HPIGaKyGgR6SEiEtSIjDHGnBAKmyBOB94HbgJWiMh/ROT04IVljDEm1AqVINSZ5LVM+j/gFmCWiPxPRDoFNUJjjDEhUahmrt41iBtxZxBbgb8CY4E2wGigXpDiM8YYEyKFvQ9iBjAC6KmqGwOGz8652c0YY8zJpbDXIB5X1WcDk4OI9AFQ1ReCEpkxxpiQKmyCeMRnWEEP+zHGGFPCFVjFJCLdcV1g1BCRQQGjyuK66zbGGHOSOtI1iE3AbOAKYE7A8L3A34IVlDHGmNArMEGo6gJggYiMDHhUqDHGmFPAkaqYPlfVa4B5IhL4cB/B3R7RKqjRGWOMCZkjVTHd5/2/LNiBGGOMObEU2IpJVTd7L7cDG1R1HRCNe17DpiDHZowxJoQK28z1FyBGRGoAE3F3VA8NVlDGGGNCr7AJQrxnSF8NvK2qfYDmwQvLGGNMqBU6QXid8t0AfO8NCy/ERB+LyDYRWRQwrKKITBKRFd7/CvlMe4tXZoWI3FLIOI0xxhSRwiaI+3B3To9R1cUiUh/4uRDTDQUuyTPsEeBHVW0E/IjPXdoiUhEYCHQAzgQG5pdIjDHGBEdhu/v+RVWvyOl3SVVXq+q9hZkO2Jln8JXAMO/1MKCnz6QXA5NUdaeq7gImcXiiMcYYE0SF7e77dOAhoG7gNKp6wTEss2pA66gtQFWfMjWADQHvN3rD/GIbAAwAqF279jGEY4wxxk9hu/seDbwLfAhkFdXCVVXz3IB3LPN4H/e0OxISEo5rXsYYYw4qbILIVNV3imiZW0UkXlU3i0g8sM2nTCJwfsD7msCUIlq+McaYQijsRepvReQuEYn3WiFV9C4kH4uxuEeW4v3/xqfMBKCbiFTwLk5384YZY4wpJoU9g8jZof89YJgC9QuaSERG4c4EKovIRlzLpOeBz0WkP7AOuMYrmwDcoaq3qepOEXkW+N2b1TOqmvditzHGmCAS1ZOn2j4hIUFnz54d6jCMMabEEJE5qprgN65QVUwiUlpEHheR9733jUTEOvAzxpiTWGGvQQwB0oGzvPeJwL+CEpExxpgTQmETRANVfRHIAPD6ZZKgRWWMMSbkCpsg0kWkFO7CNCLSAEgLWlTGGGNCrrCtmJ4CxgO1RGQk0Bm4NVhBGWOMCb1CJQhVnSgic4COuKql+1R1e1AjM8YYE1KFbcX0o6ruUNXvVfU7Vd0uIj8GOzhjjDGhU+AZhIjEAKVxN7pV4OCF6bLk03meMcaYk8ORqphuB+4HqgNzOJggkoG3gheWMcaYUCswQajqG8AbIvJXVX2zmGIyxhhzAijsReo3ReQsDn8exPAgxWWMMSbECvvAoBFAA2A+B58HoYAlCGOMOUkV9j6IBKCZnkw9+xljjClQYe+kXgRUC2YgxhhjTiyFPYOoDCwRkVkEdLGhqlcEJSpjjDEhdzRdbRhjjDmFFLYV0/+CHYgxxpgTy5HupN6L14Nr3lGAqmrZoERljDEm5Aq8SK2qcapa1ucv7liTg4g0FpH5AX/JInJ/njLni8iegDJPHsuyjDHGHLvCXoMoMqq6DGgDICLhuKfTjfEpOlVV7bGmxhgTIoVt5hosFwKrVHVdiOMwxhiTR6gTxHXAqHzGdRKRBSIyTkSa5zcDERkgIrNFZHZSUlJwojTGmFNQyBKEiEQBVwCjfUbPBeqoamvgTeDr/Oajqu+raoKqJlSpUiUosRpjzKkolGcQ3YG5qro17whVTVbVFO/1D0CkiFQu7gCNMeZUFsoE0Zd8qpdEpJqIiPf6TFycO4oxNmOMOeUVeysmABGJBbriHkiUM+wOAFV9F+gN3CkimcB+4DrrKNAYY4pXSBKEqu4DKuUZ9m7A67ewJ9YZY0xIhboVkzHGmBOUJQhjjDG+LEEYY4zxZQnCGGOML0sQxhhjfFmCMMYY48sShDHGGF+WIIwxxviyBGGMMcaXJQhjjDG+LEEYY4zxZQnCGGOML0sQxhhjfFmCMMYY48sShDHGGF+WIIwxxviyBGGMMcaXJQhjjDG+QpYgRGStiPwhIvNFZLbPeBGRQSKyUkQWikjbUMRpjDGnqpA8kzpAF1Xdns+47kAj768D8I733xhjTDE4kauYrgSGqzMTKC8i8aEOyhhjThWhTBAKTBSROSIywGd8DWBDwPuN3rBDiMgAEZktIrOTkpKCFKoxxpx6QpkgzlbVtriqpLtF5NxjmYmqvq+qCaqaUKVKlaKN0BhjTmEhSxCqmuj93waMAc7MUyQRqBXwvqY3zBhjTDEISYIQkVgRict5DXQDFuUpNha42WvN1BHYo6qbizlUY4w5ZYWqFVNVYIyI5MTwqaqOF5E7AFT1XeAHoAewEkgFbg1RrMYYc0oKSYJQ1dVAa5/h7wa8VuDu4ozLGGPMQSdyM1djjDEhZAnCGGOML0sQxhhjfFmCMMYY48sShDHGGF+WIIwxxviyBGGMMcaXJQhjjDG+LEEYY4zxZQnCGGOML0sQxhhjfFmCMMYY48sShDHGGF+WIIwxxviyBGGMMcaXJQhjjDG+LEEYY4zxZQnCGGOMr2JPECJSS0R+FpElIrJYRO7zKXO+iOwRkfne35PFHacxxpzqQvFM6kzgQVWdKyJxwBwRmaSqS/KUm6qql4UgPmOMMYTgDEJVN6vqXO/1XuBPoEZxx2GMMaZgIb0GISJ1gTOA33xGdxKRBSIyTkSaF29kxhhjQlHFBICIlAG+BO5X1eQ8o+cCdVQ1RUR6AF8DjfKZzwBgAEDt2rWDF7AxxpxiQnIGISKRuOQwUlW/yjteVZNVNcV7/QMQKSKV/ealqu+raoKqJlSpUiWocRtjzKkkFK2YBPgI+FNVX82nTDWvHCJyJi7OHcUXpTHGmFBUMXUGbgL+EJH53rBHgdoAqvou0Bu4U0Qygf3AdaqqIYjVGGNOWcWeIFT1V0COUOYt4K3iicgYY4wfu5PaGGOML0sQxhhjfFmCMMYY48sShDHGGF+WIIwxxviyBGGMMcaXJQhjjDG+LEEYY4zxZQnCGGOML0sQxhhjfFmCMMYY48sShDHGGF+WIIwxxviyBGGMMcaXJQhjjDG+LEEYY4zxZQnCGGOML0sQxhhjfFmCMMYY4yskCUJELhGRZSKyUkQe8RkfLSL/9cb/JiJ1QxCmMcac0oo9QYhIODAY6A40A/qKSLM8xfoDu1S1IfAa8ELxRmmMMSYUZxBnAitVdbWqpgOfAVfmKXMlMMx7/QVwoYhIMcZojDGnvIgQLLMGsCHg/UagQ35lVDVTRPYAlYDteWcmIgOAAd7bFBFZVuQRF43K+MR/AiopcYLFGiwlJdaSEiec2LHWyW9EKBJEkVLV94H3Qx3HkYjIbFVNCHUcR1JS4gSLNVhKSqwlJU4oWbEGCkUVUyJQK+B9TW+YbxkRiQDKATuKJTpjjDFAaBLE70AjEaknIlHAdcDYPGXGArd4r3sDP6mqFmOMxhhzyiv2KibvmsI9wAQgHPhYVReLyDPAbFUdC3wEjBCRlcBOXBIp6U74ajBPSYkTLNZgKSmxlpQ4oWTFmkvswNwYY4wfu5PaGGOML0sQxhhjfFmCKGIi0kdEFotItogkBAyvKyL7RWS+9/duwLh2IvKH17XIoOK6KTC/WL1x//TiWSYiFwcML7CblOIgIk+JSGLAuuxxpLhD5URYXwURkbXetjdfRGZ7wyqKyCQRWeH9rxCi2D4WkW0isihgmG9s4gzy1vNCEWl7AsRaYrbTfKmq/RXhH9AUaAxMARIChtcFFuUzzSygIyDAOKB7iGNtBiwAooF6wCpcg4Jw73V9IMor0ywE6/gp4CGf4b5xh3BbOCHW1xFiXAtUzjPsReAR7/UjwAshiu1coG3g7ya/2IAe3m9HvN/SbydArCViOy3oz84gipiq/qmqhb6bW0TigbKqOlPd1jMc6Bms+AIVEOuVwGeqmqaqa4CVuC5SCtNNSijlF3eonOjrKz+BXd0Mo5i2x7xU9RdcK8ZA+cV2JTBcnZlAee+3VSzyiTU/J9p2mi9LEMWrnojME5H/icg53rAauO5Gcmz0hoWSX3coNQoYHgr3eFUJHwdUgZxI8cGJF48fBSaKyByv2xqAqqq62Xu9BagamtB85RfbibquS8J2mq8S39VGKIjIZKCaz6jHVPWbfCbbDNRW1R0i0g74WkSaBy1IzzHGGnIFxQ28AzyL27k9C7wC/KX4ojupnK2qiSJyGjBJRJYGjlRVFZETsi38iRybp8Rvp5YgjoGqXnQM06QBad7rOSKyCjgd161IzYCifl2PHLNjiZWCu0M5UjcpRaKwcYvIB8B33tvCdONSnE60eA6jqone/20iMgZX1bFVROJVdbNXTbMtpEEeKr/YTrh1rapbc16f4NtpvqyKqZiISBVxz8JAROoDjYDV3ulysoh09Fov3QyE+sh+LHCduAc31cPFOovCdZMSdHnqlq8CclqO5Bd3qJwQ6ys/IhIrInE5r4FuuHUZ2NXNLYR+ewyUX2xjgZu91kwdgT0BVVEhUYK20/yF+ir5yfaH2xA24s4WtgITvOG9gMXAfGAucHnANAm4jWcV8BbeHe6hitUb95gXzzICWlXhWoss98Y9FqJ1PAL4A1iI+7HFHynuEG4PIV9fBcRWH9eaZoG3bT7mDa8E/AisACYDFUMU3yhc1WyGt532zy82XOulwd56/oOAVnkhjLXEbKf5/VlXG8YYY3xZFZMxxhhfliCMMcb4sgRhjDHGlyUIY4wxvixBGGOM8WUJwpw0RKSniKiINClE2elFtMy6InJ9wPt+IvLWUc5jSt7edIua12tr5WAuw5x8LEGYk0lf4Ffvf4FU9awiWmZd4PojFTKmJLIEYU4KIlIGOBt3g9J1AcOfCeiPP1FEhnjDU7z/53udJ34jIqtF5HkRuUFEZnnPSWjglRsqIr0D5pvivXweOMeb/9+8YdVFZLz3zIIXA6Z5R0Rmi3sGx9OF+ExPisjvIrJIRN737rTPOeN4wYtxeU7HjyJSWkQ+F5ElIjJGRH7zOzMRkRu9aeeLyHs5d/gbk5clCHOyuBIYr6rLgZwOEVHVJ1W1DXA+rjtmv+qf1sAduOdj3AScrqpnAh8Cfz3Cch8BpqpqG1V9zRvWBrgWaAlcKyI5/e48pqoJQCvgPBFpdYR5v6Wq7VW1BVAKuCxgXIQX4/3AQG/YXcAuVW0GPAG0yztDEWnqxdbZWy9ZwA1HiMOcoixBmJNFX9zzFvD+51YzeUfenwCvquocn2l/V9XN6jpUXAVM9Ib/gatCOlo/quoeVT0ALAHqeMOvEZG5wDygOe7BMQXp4p0F/AFc4E2T4yvv/5yAGM/GWwequgjXxUNeF+ISx+8iMt97X7/wH82cSqw3V1PiiUhF3A60pdf9czigIvJ3dX3JPAVsVNUh+cwiLeB1dsD7bA7+RjLxDqhEJAz3hLj8BM4vC4jwOmV7CGivqrtEZCgQU8BnigHexvUptEFEnspTPmcZWRzd71iAYar6z6OYxpyi7AzCnAx6AyNUtY6q1lXVWsAa3LWBy4GLgHuPcxlrOVhlcwUQ6b3eC8QVYvqywD5gj4hUBbofoXxOMtjuXV/pXVBhzzTgGgARaYar4srrR6C3uOc/5DzjuY5POWPsDMKcFPoCL+QZ9qU3vAnuaV2zvGu8Y1X1yWNYxgfANyKyABiP29mDq8bJ8oYPBXb5TayqC0RkHrAU9zSxaQUtTFV3e88QWIR7ctrvhYjxbWCYiCzxlrMY2JNnvktE5HHcU+TCcL2P3g2sK8T8zSnGenM15iThtUaKVNUDXuuryUBjdc/DNuao2RmEMSeP0sDPIhKJu9ZwlyUHczzsDMIYY4wvu0htjDHGlyUIY4wxvixBGGOM8WUJwhhjjC9LEMYYY3z9PweqVEk7droCAAAAAElFTkSuQmCC\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_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", "Detector Detector\t Spline= /tmp/pyFAI_testdata_kieffer/alumina.tar.bz2__content/alumina/distorsion_2x2.spline\t PixelSize= 1.034e-04, 1.025e-04 m\n", "Wavelength= 7.084811e-11 m\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", "ai = pyFAI.load(ponifile)\n", "print(ai)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Integration time for al2o3_0000.dat: 0.372 s\n", "Integration time for al2o3_0001.dat: 0.014 s\n", "Integration time for al2o3_0002.dat: 0.014 s\n", "Integration time for al2o3_0003.dat: 0.014 s\n", "Integration time for al2o3_0004.dat: 0.014 s\n", "Integration time for al2o3_0005.dat: 0.014 s\n", "Integration time for al2o3_0006.dat: 0.014 s\n", "Integration time for al2o3_0007.dat: 0.018 s\n", "Integration time for al2o3_0008.dat: 0.013 s\n", "Integration time for al2o3_0009.dat: 0.014 s\n", "Integration time for al2o3_0010.dat: 0.014 s\n", "Integration time for al2o3_0011.dat: 0.014 s\n", "Integration time for al2o3_0012.dat: 0.014 s\n", "Integration time for al2o3_0013.dat: 0.019 s\n", "Integration time for al2o3_0014.dat: 0.014 s\n", "Integration time for al2o3_0015.dat: 0.014 s\n", "Integration time for al2o3_0016.dat: 0.014 s\n", "Integration time for al2o3_0017.dat: 0.014 s\n", "Integration time for al2o3_0018.dat: 0.014 s\n", "Integration time for al2o3_0019.dat: 0.014 s\n", "Integration time for al2o3_0020.dat: 0.016 s\n", "Integration time for al2o3_0021.dat: 0.016 s\n", "Integration time for al2o3_0022.dat: 0.015 s\n", "Integration time for al2o3_0023.dat: 0.013 s\n", "Integration time for al2o3_0024.dat: 0.013 s\n", "Integration time for al2o3_0025.dat: 0.013 s\n", "Integration time for al2o3_0026.dat: 0.019 s\n", "Integration time for al2o3_0027.dat: 0.013 s\n", "Integration time for al2o3_0028.dat: 0.013 s\n", "Integration time for al2o3_0029.dat: 0.014 s\n", "Integration time for al2o3_0030.dat: 0.014 s\n", "Integration time for al2o3_0031.dat: 0.013 s\n", "Integration time for al2o3_0032.dat: 0.017 s\n", "Integration time for al2o3_0033.dat: 0.013 s\n", "Integration time for al2o3_0034.dat: 0.013 s\n", "Integration time for al2o3_0035.dat: 0.014 s\n", "Integration time for al2o3_0036.dat: 0.013 s\n", "Integration time for al2o3_0037.dat: 0.014 s\n", "Integration time for al2o3_0038.dat: 0.014 s\n", "Integration time for al2o3_0039.dat: 0.014 s\n", "Integration time for al2o3_0040.dat: 0.015 s\n", "Integration time for al2o3_0041.dat: 0.014 s\n", "Integration time for al2o3_0042.dat: 0.013 s\n", "Integration time for al2o3_0043.dat: 0.015 s\n", "Integration time for al2o3_0044.dat: 0.014 s\n", "Integration time for al2o3_0045.dat: 0.014 s\n", "Integration time for al2o3_0046.dat: 0.014 s\n", "Integration time for al2o3_0047.dat: 0.014 s\n", "Integration time for al2o3_0048.dat: 0.013 s\n", "Integration time for al2o3_0049.dat: 0.014 s\n", "Integration time for al2o3_0050.dat: 0.014 s\n", "Integration time for dark_0001.dat: 0.014 s\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "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: 8.906 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": "3.9.5" } }, "nbformat": 4, "nbformat_minor": 4 }