diff --git a/notebooks/ePix100/Correction_ePix100_NBC.ipynb b/notebooks/ePix100/Correction_ePix100_NBC.ipynb index ec4625947b2ae5ece4deed1887e141a343c7fb2e..29afe43fa2c8e8e2f9832d0118abdd04ff1b1075 100644 --- a/notebooks/ePix100/Correction_ePix100_NBC.ipynb +++ b/notebooks/ePix100/Correction_ePix100_NBC.ipynb @@ -13,7 +13,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -67,18 +67,9 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Disabled GPU usage after pyCuda import failed!: No module named 'pycuda'\n", - "Using Cython were available\n" - ] - } - ], + "outputs": [], "source": [ "import tabulate\n", "import warnings\n", @@ -116,7 +107,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -126,7 +117,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -139,21 +130,9 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Reading from: /gpfs/exfel/exp/MID/202121/p002929/raw/r0126/RAW-R0126-EPIX01-S{:05d}.h5\n", - "Run is: 126\n", - "HDF5 path: /INSTRUMENT/MID_EXP_EPIX-1/DET/RECEIVER:daqOutput/data/image\n", - "Data is output to: /home/cascella/scratch/epix-test/\n", - "Using 2021-04-21T12:19:37+00:00 as creation time\n" - ] - } - ], + "outputs": [], "source": [ "x = 708 # rows of the ePix100\n", "y = 768 # columns of the ePix100\n", @@ -176,21 +155,9 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Temperature is fixed!\n", - "Bias voltage is 200 V\n", - "Detector integration time is set to 50\n", - "Mean temperature was 8.93 °C / 290.00 K at beginning of run\n", - "Operated in vacuum: False \n" - ] - } - ], + "outputs": [], "source": [ "sensorSize = [x, y]\n", "chunkSize = 100 # Number of images to read per chunk\n", @@ -227,17 +194,9 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Processing a total of 1 sequence files\n" - ] - } - ], + "outputs": [], "source": [ "# Glob the right *.h5 fast data files.\n", "seq_files = sorted(ped_dir.glob(f\"*{karabo_da}*.h5\"))\n", @@ -254,28 +213,9 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/latex": [ - "\\begin{tabular}{rl}\n", - "\\hline\n", - " \\# & file \\\\\n", - "\\hline\n", - " 0 & /gpfs/exfel/exp/MID/202121/p002929/raw/r0126/RAW-R0126-EPIX01-S00000.h5 \\\\\n", - "\\hline\n", - "\\end{tabular}" - ], - "text/plain": [ - "<IPython.core.display.Latex object>" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# Table of sequence files to process\n", "table = [(k, f) for k, f in enumerate(seq_files)]\n", @@ -297,21 +237,11 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": { "scrolled": false }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Retrieved OffsetEPix100 with creation time: 2021-04-21 11:13:38+02:00\n", - "Retrieved NoiseEPix100 with creation time: 2021-04-21 11:13:38+02:00\n", - "Retrieved RelativeGainEPix100 with creation time: 2021-04-21 14:26:56+02:00\n" - ] - } - ], + "outputs": [], "source": [ "temp_limits = 5.\n", "\n", @@ -371,12 +301,13 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "hrange = np.array([-50, 1000])\n", "nbins = hrange[1] - hrange[0]\n", + "hscale = 1\n", "\n", "commonModeBlockSize = [x//2, y//2]\n", "stats = True" @@ -384,7 +315,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -414,7 +345,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -466,7 +397,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -501,7 +432,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -549,7 +480,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -566,7 +497,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -596,7 +527,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -684,22 +615,9 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 720x720 with 1 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "ho, eo, co, so = histCalOffsetCor.get()\n", "\n", @@ -726,6 +644,9 @@ " })\n", "\n", "if pattern_classification:\n", + " label = 'Isolated photons (singles)' \n", + " if relative_gain:\n", + " label += ' + relative gain corr.'\n", " ho, eo, co, so = histCalSECor.get()\n", " d.append({\n", " 'x': co,\n", @@ -734,7 +655,7 @@ " 'drawstyle': 'steps-mid',\n", " 'errorstyle': 'bars',\n", " 'errorcoarsing': 2,\n", - " 'label': 'Single split events'\n", + " 'label': label\n", " })\n", "\n", "fig = xana.simplePlot(\n", @@ -749,22 +670,9 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 720x720 with 1 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "if absolute_gain :\n", " d=[]\n",