{ "cells": [ { "cell_type": "markdown", "id": "fleet-nature", "metadata": {}, "source": [ "# Signal separation between amorphous and crystalline phases\n", "\n", "This tutorial presents the various improvements in pyFAI since the initial signal separation which was described in https://doi.org/10.1017/S0885715613000924" ] }, { "cell_type": "code", "execution_count": 1, "id": "friendly-enough", "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "# use `widget` for better user experience; `inline` is for documentation generation" ] }, { "cell_type": "code", "execution_count": 2, "id": "scheduled-harvest", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using pyFAI version 2023.1.0-dev0\n" ] } ], "source": [ "import time\n", "import numpy\n", "from matplotlib.pyplot import subplots\n", "import fabio\n", "import pyFAI\n", "\n", "from pyFAI.gui import jupyter\n", "from pyFAI.azimuthalIntegrator import AzimuthalIntegrator\n", "from silx.resources import ExternalResources\n", "\n", "start_time = time.perf_counter()\n", "downloader = ExternalResources(\"pyfai\", \"http://www.silx.org/pub/pyFAI/testimages\")\n", "image_file = downloader.getfile(\"Pilatus6M.cbf\")\n", "geometry_file = downloader.getfile(\"Pilatus6M.poni\")\n", "\n", "fimg = fabio.open(image_file)\n", "img = fimg.data\n", "print(f\"Using pyFAI version {pyFAI.version}\")" ] }, { "cell_type": "code", "execution_count": 3, "id": "dimensional-sensitivity", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Detector Pilatus 6M\t PixelSize= 1.720e-04, 1.720e-04 m\n", "Wavelength= 1.033200e-10 m\n", "SampleDetDist= 3.000000e-01 m\tPONI= 2.254060e-01, 2.285880e-01 m\trot1=0.000000 rot2=0.000000 rot3=0.000000 rad\n", "DirectBeamDist= 300.000 mm\tCenter: x=1329.000, y=1310.500 pix\tTilt= 0.000° tiltPlanRotation= 0.000° 𝛌= 1.033Å\n" ] } ], "source": [ "ai = pyFAI.load(geometry_file)\n", "print(ai)" ] }, { "cell_type": "code", "execution_count": 4, "id": "excited-column", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Visualization of a proetein single crystal diffraction, containing both background and Bragg-peaks\n", "fig,ax = subplots(figsize=(9,9))\n", "jupyter.display(img, ax=ax, label=\"Protein diffraction\")\n", "pass" ] }, { "cell_type": "markdown", "id": "flying-western", "metadata": {}, "source": [ "## 0. 1D and 2D integration\n", "\n", "Simple visualization of the 1D and 2D integrated data. Observe the smooth background and the sharp peaks comming from the single crystal." ] }, { "cell_type": "code", "execution_count": 5, "id": "encouraging-logan", "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(2, figsize=(10,12))\n", "method=(\"full\",\"csr\",\"cython\")\n", "int1 = ai.integrate1d(img, 1000, method=method)\n", "jupyter.plot1d(int1, ax=ax[0])\n", "int2 = ai.integrate2d(img, 1000, method=method)\n", "jupyter.plot2d(int2, ax=ax[1])\n", "ax[0].set_xlim(int2.radial.min(), int2.radial.max())\n", "pass" ] }, { "cell_type": "markdown", "id": "initial-youth", "metadata": {}, "source": [ "## 1. Separation based on 2D integration\n", "\n", "Two methods are readily available in pyFAI, they perform filtering the 2D regrouped image along a vertical axis:\n", "* median filtering: simple median along azimuthal angle (described in the before-mentionned article from 2013)\n", "* sigma clipping: iterative removal of all pixels above n standard deviation, this enforces a normal distribution\n", "\n", "The drawback is in the initial 2D integration: costly in time on the one hand and smears pixel signal on the other." ] }, { "cell_type": "code", "execution_count": 6, "id": "distinct-entrepreneur", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING:pyFAI.DEPRECATION:Function sigma_clip is deprecated since pyFAI version 0.21.0. Reason: will be replaced by `sigma_clip_ng` in version 0.23.0. Please use either `_sigma_clip_legacy` for full compatibility or upgrade your code to accomodate the new API. Use 'sigma_clip_ng' instead.\n", " File \"\", line 1, in \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 2.73 s, sys: 109 ms, total: 2.84 s\n", "Wall time: 2.57 s\n", "CPU times: user 2.68 s, sys: 75.9 ms, total: 2.76 s\n", "Wall time: 2.52 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(1,1, figsize=(9,6))\n", "int1 = ai.integrate1d(img, 1000, method=method)\n", "jupyter.plot1d(int1, ax=ax, label=\"integrate1d\")\n", "%time mf1 = ai.medfilt1d(img, 1000, method=method)\n", "%time sc2 = ai.sigma_clip(img, 1000, method=method, thres=5, max_iter=5)\n", "ax.plot(mf1.radial, mf1.intensity, label=\"medfilt1d\")\n", "ax.plot(sc2.radial, sc2.intensity, label=\"sigma-clip (legacy)\")\n", "ax.legend()\n", "pass" ] }, { "cell_type": "markdown", "id": "adolescent-roller", "metadata": {}, "source": [ "## 2. Separation based on 1D integration:\n", "\n", "1D CSR integrator contain all the information to perform the sigma-clipping. \n", "This has been implemented in OpenCL and can be performed up to thousands of times per second on modern/high-end GPU.\n", "\n", "* Available using Cython and OpenCL. Python implementation gives slightly different answers\n", "* Pixel splitting is not recommanded since a single pixel can belong to multiple bins and being discarded." ] }, { "cell_type": "code", "execution_count": 7, "id": "numerous-miracle", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 732 ms, sys: 88.7 ms, total: 821 ms\n", "Wall time: 480 ms\n", "CPU times: user 745 ms, sys: 24.5 ms, total: 770 ms\n", "Wall time: 768 ms\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(1,1, figsize=(9,6))\n", "int1 = ai.integrate1d(img, 1000, method=method)\n", "jupyter.plot1d(int1, ax=ax, label=\"integration\")\n", "method=(\"no\",\"csr\",\"opencl\")\n", "%time sc1000 = ai.sigma_clip_ng(img, 1000, method=method, thres=5, max_iter=5, error_model=\"poisson\")\n", "%time sc100 = ai.sigma_clip_ng(img, 100, method=method, thres=5, max_iter=5, error_model=\"poisson\")\n", "ax.plot(sc1000.radial, sc1000.intensity, label=\"sigma-clip 1000pts\")\n", "ax.plot(sc100.radial, sc100.intensity, label=\"sigma-clip 100pts\")\n", "ax.legend()\n", "pass" ] }, { "cell_type": "markdown", "id": "offensive-container", "metadata": {}, "source": [ "Note that with many bins (1000), the outlier removal can provide completely nuts results, either empty bins, or high intensity bins. \n", "This is due to the small size of the ensemble for a bin and the poor initial statistics, not following the Poisson statistics. \n", "\n", "## 3. Rebuild the isotropic and anisotropic contribution\n", "\n", "Isotropic images are simply obtained from bilinear interpolation from 1D curves." ] }, { "cell_type": "code", "execution_count": 8, "id": "north-boulder", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Rebuild an image from the integrated curve:\n", "isotropic = ai.calcfrom1d(sc100.radial, sc100.intensity, dim1_unit=sc100.unit, mask = ai.detector.mask)\n", "jupyter.display(isotropic, label=\"Isotropic background\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 9, "id": "reverse-kitchen", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "aniso = img - isotropic\n", "jupyter.display(aniso, label=\"Anisotropic contribution\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 10, "id": "arctic-uganda", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#This can be simplified (using median filtering)\n", "bragg, amorphous = ai.separate(img)\n", "\n", "fig,ax = subplots(1, 2, figsize=(9,6))\n", "jupyter.display(bragg, label=\"Bragg\", ax=ax[0])\n", "jupyter.display(amorphous, label=\"Amorphous\", ax=ax[1])\n", "pass" ] }, { "cell_type": "markdown", "id": "serious-cutting", "metadata": {}, "source": [ "Note: The polarization effect was not accounted for in this demonstration and one can see more peaks along the vertical direction and less along the horizontal direction in the left-hand side image. Polarization correction is implemented with the keyword `polarization_factor=0.99`\n", "\n", "## 4. Implementation of sigma-clipping using pure 1D integrators.\n", "\n", "This is a example of how to implement sigma-clipping with former version of pyFAI (<0.21)" ] }, { "cell_type": "code", "execution_count": 11, "id": "considered-pakistan", "metadata": {}, "outputs": [], "source": [ "def sigma_clip_ng(ai, img, npt, method, unit=\"q_nm^-1\", error_model=None, thres=5, max_iter=5):\n", " img = img.astype(numpy.float32) #also explicit copy\n", " if error_model!=\"poisson\":\n", " raise RuntimeError(\"Only Poissonian detector are supported for now\")\n", " for i in range(max_iter):\n", " variance = img #enforce Poisson lay\n", " res1d = ai.integrate1d(img, npt, variance=variance, method=method, unit=unit)\n", " new_signal = ai.calcfrom1d(res1d.radial, res1d.intensity, dim1_unit=res1d.unit)\n", " new_variance = ai.calcfrom1d(res1d.radial, res1d.intensity, dim1_unit=res1d.unit)\n", " discard = abs(img-new_signal)>thres*new_variance\n", " if discard.sum() == 0: break\n", " img[discard] = numpy.NaN\n", " return res1d" ] }, { "cell_type": "code", "execution_count": 12, "id": "political-heaven", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 1.39 s, sys: 89.7 ms, total: 1.48 s\n", "Wall time: 800 ms\n", "CPU times: user 1.03 s, sys: 106 ms, total: 1.14 s\n", "Wall time: 719 ms\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(1,1, figsize=(9,6))\n", "method = (\"no\",\"csr\",\"cython\")\n", "int1 = ai.integrate1d(img, 1000, method=method)\n", "jupyter.plot1d(int1, ax=ax, label=\"integrate1d\")\n", "%time sc1000 = sigma_clip_ng(ai, img, 1000, method=method, thres=5, max_iter=5, error_model=\"poisson\")\n", "%time sc100 = sigma_clip_ng(ai, img, 100, method=method, thres=5, max_iter=5, error_model=\"poisson\")\n", "ax.plot(sc1000.radial, sc1000.intensity, label=\"sigma-clip 1000pts\")\n", "ax.plot(sc100.radial, sc100.intensity, label=\"sigma-clip 100pts\")\n", "ax.legend()\n", "pass" ] }, { "cell_type": "markdown", "id": "ce600a17-4752-4794-9a31-fae83831c685", "metadata": {}, "source": [ "## 5. Variance assessement from deviation to the mean\n", "\n", "Poissonian noise expects the variance to be $ \\sigma^2 = $\n", "\n", "We have seen in section 2 that the assumption of a *Poissonian* noise can lead to empty bins when the distribution of pixel intensities is spread over a wider extent the estimated uncertainty. This is jeoparizes any for subsequent processing.\n", "\n", "An alternative is to consider the variance in the azimuthal bin: $ \\sigma^2 = < (I - )^2 > $\n", "\n", "This is obtained with the keyword `error_model='azimuthal'`:" ] }, { "cell_type": "code", "execution_count": 13, "id": "bd96a93a-b1c4-4e07-b661-21f51ee4d875", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 521 ms, sys: 0 ns, total: 521 ms\n", "Wall time: 79.8 ms\n", "CPU times: user 816 ms, sys: 7.32 ms, total: 823 ms\n", "Wall time: 272 ms\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(1,1, figsize=(9,6))\n", "int1 = ai.integrate1d(img, 1000, method=method)\n", "jupyter.plot1d(int1, ax=ax, label=\"integrate1d\")\n", "method=(\"no\",\"csr\",\"cython\")\n", "%time sc1000 = ai.sigma_clip_ng(img, 1000, method=method, thres=0, max_iter=5, error_model=\"azimuthal\")\n", "%time sc100 = ai.sigma_clip_ng(img, 100, method=method, thres=0, max_iter=5, error_model=\"azimuthal\")\n", "ax.plot(sc1000.radial, sc1000.intensity, label=\"sigma-clip 1000pts\")\n", "ax.plot(sc100.radial, sc100.intensity, label=\"sigma-clip 100pts\")\n", "ax.legend()\n", "pass" ] }, { "cell_type": "markdown", "id": "earned-vacuum", "metadata": {}, "source": [ "Note that all artifacts are now gone.\n", "\n", "## 6. Towards lossy compression of single crystal diffraction data\n", "\n", "For now only available as OpenCL code. \n", "\n", "Also available as command line tool, see `man sparsify-Bragg`:\n", "\n", "This 6 Mpix image can be summarized by:\n", "* 2000 pixels with signal above the background\n", "* 100 radial bins with intensity and associated deviation" ] }, { "cell_type": "code", "execution_count": 14, "id": "manufactured-battery", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "IntegrationMethod(1d int, no split, CSR, cython)\n", "CPU times: user 25.5 ms, sys: 221 µs, total: 25.7 ms\n", "Wall time: 25.7 ms\n", "Number of Bragg pixels found: 10077\n" ] } ], "source": [ "from pyFAI.opencl.peak_finder import OCL_PeakFinder\n", "method = sc100.method\n", "print(method)\n", "lut = ai.engines[method].engine.lut\n", "#print(lut) # this is the stored transformation matrix\n", "peak_finder = OCL_PeakFinder(lut, \n", " image_size=numpy.prod(ai.detector.shape),\n", " unit=sc100.unit,\n", " bin_centers=sc100.radial,\n", " radius=ai.array_from_unit(sc100.unit),\n", " mask=ai.detector.mask)\n", "\n", "%time sep = peak_finder(img, error_model=\"azimuthal\")\n", "print(f\"Number of Bragg pixels found: {len(sep.index)}\")" ] }, { "cell_type": "code", "execution_count": 15, "id": "opponent-terrorism", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 321 ms, sys: 16.3 ms, total: 338 ms\n", "Wall time: 336 ms\n" ] } ], "source": [ "%%time\n", "# Rebuild the image with noise\n", "bg_avg = ai.calcfrom1d(sep.radius, sep.background_avg, dim1_unit=sc100.unit)\n", "bg_std = ai.calcfrom1d(sep.radius, sep.background_std, dim1_unit=sc100.unit)\n", "restored = numpy.random.normal(bg_avg, bg_std)\n", "restored[numpy.where(ai.detector.mask)] = -1\n", "restored_flat = restored.ravel()\n", "restored_flat[sep.index] = sep.intensity\n", "restored = numpy.round(restored).astype(numpy.int32)" ] }, { "cell_type": "code", "execution_count": 16, "id": "seeing-ambassador", "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=(9,6))\n", "jupyter.display(img, label=\"Original\", ax=ax[0])\n", "jupyter.display(restored, label=\"Restored\", ax=ax[1])\n", "pass" ] }, { "cell_type": "code", "execution_count": 17, "id": "interstate-ontario", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The compression ratio would be : 305.788x\n" ] } ], "source": [ "raw_size = img.nbytes\n", "cmp_size = sep.index.nbytes + sep.intensity.nbytes + sep.background_avg.nbytes + sep.background_std.nbytes\n", "print(f\"The compression ratio would be : {raw_size/cmp_size:.3f}x\")" ] }, { "cell_type": "markdown", "id": "legendary-fabric", "metadata": {}, "source": [ "Note the disaprearance of the beam-stop shadow in the restored image. \n", "Thus. masks need to be handled precisely.\n", "\n", "## 7. Conclusion\n", "\n", "This tutorial explains how single crystal diffraction images can be treated to separate the amorphous content from Bragg peaks.\n", "The first method has extensively been described in `J Kieffer & J.P. Wright; Powder Diffraction (2013) 28 (S2), pp339-350`\n", "Subsequent ones have been developed with Gavin Vaughan (ESRF ID15) and Daniele De Sanctis (ESRF ID29).\n", "Those methods open the door to lossy compression in the world of single crystal diffraction with compression rates above 100x which makes them appealing for serial-crystallography applications where bandwidth is critical. \n", "First experimentation shows a limited degradation of the signal (around 0.2% in Rint)." ] }, { "cell_type": "code", "execution_count": 18, "id": "conventional-basketball", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total execution time: 33.490s \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": 5 }