{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Check Stingray's dead time model\n", "\n", "Here we verify that the algorithm used for dead time filtering is behaving as expected.\n", "\n", "We also compare the results with the algorithm for paralyzable dead time, for reference." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%load_ext autoreload\n", "%autoreload 2\n", "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "from matplotlib.gridspec import GridSpec\n", "import matplotlib as mpl\n", "from stingray import EventList, AveragedPowerspectrum\n", "import tqdm\n", "import stingray.deadtime.model as dz\n", "from stingray.deadtime.model import A, check_A, check_B\n", "\n", "sns.set_context('talk')\n", "sns.set_style(\"whitegrid\")\n", "sns.set_palette(\"colorblind\")\n", "\n", "mpl.rcParams['figure.dpi'] = 150\n", "mpl.rcParams['figure.figsize'] = (10, 8)\n", "mpl.rcParams['font.size'] = 18.0\n", "mpl.rcParams['xtick.labelsize'] = 18.0\n", "mpl.rcParams['ytick.labelsize'] = 18.0\n", "mpl.rcParams['axes.labelsize'] = 18.0\n", "mpl.rcParams['axes.labelsize'] = 18.0\n", "\n", "from stingray.filters import filter_for_deadtime\n", "\n", "import numpy as np\n", "np.random.seed(1209432)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Non-paralyzable dead time" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "def simulate_events(rate, length, deadtime=2.5e-3, **filter_kwargs):\n", " events = np.random.uniform(0, length, np.int(rate * length))\n", " events = np.sort(events)\n", " events_dt = filter_for_deadtime(events, deadtime, **filter_kwargs)\n", " return events, events_dt" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "rate = 1000\n", "length = 1000\n", "events, events_dt = simulate_events(rate, length)\n", "diff = np.diff(events)\n", "diff_dt = np.diff(events_dt)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dt = 2.5e-3/20 # an exact fraction of deadtime\n", "bins = np.arange(0, np.max(diff), dt)\n", "hist = np.histogram(diff, bins=bins, density=True)[0]\n", "hist_dt = np.histogram(diff_dt, bins=bins, density=True)[0]\n", "\n", "bins_mean = bins[:-1] + dt/2\n", "plt.figure()\n", "plt.title('Non-Paralyzable dead time')\n", "\n", "plt.fill_between(bins_mean, 0, hist, alpha=0.5, label='No dead time');\n", "plt.fill_between(bins_mean, 0, hist_dt, alpha=0.5, label='With dead time');\n", "\n", "plt.xlim([0, 0.02]);\n", "# plt.ylim([0, 100]);\n", "\n", "plt.axvline(2.5e-3, color='r', ls='--')\n", "plt.xlabel(r'Time between subsequent photons $T_{i+1} - T_{i}$')\n", "plt.ylabel('Probability density')\n", "\n", "plt.legend();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Exactly as expected, the output distribution of the distance between the events follows an exponential distribution cut at 2.5 ms.\n", "\n", "The measured rate is expected to go as \n", "$$r_{det} = \\frac{r_{in}}{1 + r_{in}\\tau_d}$$ \n", "(Zhang+95, eq. 29). Let's check it." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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/7qtWrVK3bt00Z84cU4hTELvdrldffVUffvihqT0jI0Pbtm0zjvGnnnpKw4cPd+ddsdxTTz2lzz//3Dif+56aN9Qvy/diV4SHh+uJJ57IN/DNfdx/+OEHvfPOO3rppZd02WWXueV2HV1xxRWaOnVqiT8bOk4V1LRpU5eOTcfbys7O1q5du0w/Ljn+PVxdEdtxn/v27dP58+eNAC0jI0MHDx4s9j7DwsKMYDI36C+NjIwMzZkzR/Pnz3d6vUxKSjLeKz/++GPdcsstevLJJ90SSG/atMl4XSloGPeCBQs0c+ZMpaenO9WcmJioqKgorVq1Sm+99Zaee+459e3bt9R1AVUJwSQAFMDf318vvfSSEQLlDulesWKFaQ7Kkjh9+rRuu+020xdXm82mtm3bqk6dOoqLi9P+/ftlt9tlt9v11Vdfaffu3VqwYIEaNmxY6L4PHz6sOXPm6OzZs5KkevXqqXXr1jp37pwOHDhgrBgZFxene++9V1988UWxw7KycuzYMSUmJhrn81vw4MCBAxozZowpaKlVq5Zat24tf39/paam6uDBg6b9/Pzzz3r44Yf13nvvFXr7Bw4c0JIlS5yCYkmmoVNpaWn697//re3btxttPj4+at26terUqaOMjAxFR0ebFu85ePCg/v3vf2v16tXF6qnaoEED9erVy5gY/+uvvy4ymExMTNTPP/9snHccxtWrVy+XbzsmJsYUFl188cVO2/z1118aP368aSXSOnXqqGXLlvL19VViYqIOHjxoXG632/XZZ5/Jx8enyFXXk5OT9e9//9voQRYQEKDQ0FBlZ2dr7969xmqjW7du1ejRo/Xxxx+XOJy02+168sknTV/GJalFixZq1KiRUlNTFRkZaXw5WbNmjfbt26dFixa53JutIOfPn9fdd9+tv//+22jz8PBQWFiYatWqpSNHjuj48eOKi4vTfffd5/J9nDNnjmbPnm1qa9KkiZo2barz58/rwIEDxsIJf/75p2688UZ9+OGHBb4elMVjvX37do0dO9a0z9q1a+uCCy5QVlaWIiMjlZaWpk2bNumuu+5y6X4XJfc5EBkZafTKbtiwobEARGlERERoxowZxt+1cePGatasmRISEhQZGWm8tixfvlxt27ZVRkaG0SO6Ro0aateunTw9PRUZGWnsIy4uTvfff79Wr16d7481Vh67FcXChQuNY91ms6l169aqX7++Tp06ZQpUNm/erEmTJpl6uxXkjTfeMELJ3PfnoKAgHT582DhukpOT9fjjjyspKanA1ZHdpWbNmsaxu3PnTqOXcvPmzY0FSOrXr1/q2/niiy/0/fff53uZ4/ugu96LS3q/1q9frwcffFBpaWlGW2BgoFq3bi0vLy9FRUUZj1NUVJTGjRun119/XQMHDiz23yQvDw8P9enTR+PGjVP37t1LtS/H91hXX9sbNGigmjVrGu+BUVFRpmDy0KFDxd6n4+etzMxMxcTEGO8FMTExpiCwJPvMXXG8pDIyMjRx4kRjZexczZo1U+PGjXX69GkdOXJEmZmZstvtWrp0qU6ePKm3335bNptNwcHBxnG2YcMG4/oXXnihEQYX9B6QO4zbw8Mj3x/zFy5caPrR0NvbW23atFGdOnWUlJSkmJgYxcfHS8oZCXT//ffrgw8+cFsPUqAqIJgEgEL06NFDN998szGJuDuGdGdkZGj8+PGmUHLUqFF64IEHFBwcbLQdP35cM2fO1Jdffikp5xfshx56SIsWLSr0F+DcL1zNmzfXU089pauuusoYApmcnKzZs2cbX7bOnz+v2bNnV5ieSMuXLzedz/sBMPcLeO4Xodq1a+v5559X//79TWFxdna2fvnlF73wwgtGqLV+/Xrt3LlTF154YYG3n/vhs2PHjpo2bZo6deqkkydP6quvvjJ9IXvnnXeMUNJms2nSpEkaN26csQplrr179+rFF180hgCdOnVKy5cv15133lmsv8uIESOMYHLXrl06ePCgWrduXeD2q1atMn61b9WqlWkuqPnz57t0m8eOHdONN95onA8LC9OLL75o2ub8+fOaNm2aESo1btxYL730kq644grTsNuMjAx99913euWVV4wP58uWLdOkSZOMSfzzk5CQoISEBPn4+OiRRx7RbbfdZvS8S05O1ty5c/X+++9Lyvmw/9hjj2nZsmUFDrMqzPvvv28Kdq655ho9+uijpr9zWlqa0XMvN+h/+OGH9eGHH5ZomH6uN954wxRKXnfddXryySdNrwcbNmzQM888o9jYWKfeo/n57rvvTKFkly5dNG3aNNPxn56erm+//Vavvfaa4uPjdfLkSU2aNEmfffaZ07FcFo91cnKyHnzwQWOfNWvW1NSpUzVq1CjjcU5NTdWCBQv0zjvvGMMMSyv3OeA4fLVnz575DuErrqVLl0qSWrZsqeeff94UWuzdu1d33XWXTp06JUmaOXOm0tLSZLPZNGHCBI0fP94IHlNTU/Xaa68Z04kcP35c33zzjW6++Wan27Ty2K0oco/1wYMHa/LkyaZAJDIyUo899pjRM23z5s1av359oQtYpKenG68t3bp10/PPP69WrVpJynkfWrdunZ555hnjvei1117TJZdcUuj7S2nVr1/fOHYdh3sPHTrUravF54aSgwYN0qRJk9S4cWPt379fa9euNXrtuvO9uCT36/Dhw5o8ebIRSjZq1EhPPvmk+vXrZ3r937Rpk1588UVFRkYqIyNDjz/+uFq3bl2qKU2knB/J5s6dW6p95HKcsqY4PxTUq1fPGNGT+5oi5fzNc6fDKc4+84a/p06dMoJJx/0XZ5+O2505c0bZ2dklen+Wcl4vHUPJbt266cknnzT19IyJidELL7xgfF5at26dli5dqttuu009e/Y0PlM6Pv6PPfZYkeFy7u1edNFFqlOnjumys2fP6s033zTO33TTTZoyZYrpB+jMzEx98803eu6555SWlqbMzEy98sorppEtQHXH4jcAUIQpU6YoJCTEOF/aVbqXL19u+oL9yCOP6KWXXjKFEFLOB+3XXnvN9MF8y5YtppUWC9K0aVMtX75cvXv3NoUGAQEBmjZtmq6//nqjbf369U5DT6ywfv1644ugJF1wwQVO895t3rxZW7duNc7PmDFDAwcOdOrB6uHhob59++rdd981tTv+Sl6Qxo0b68MPP9Rll10mX19ftWjRwhQap6WlmXrb5M4rlTfIkXKGRn3wwQdOAVNx9enTR0FBQcb5oj7MfvXVV8bpoia9z09qaqomTJhgfBmpU6eO3nnnHafeWt99952io6Ml5cx/OW/ePPXs2dNpLkBvb28NGzZMr7zyitGWnZ2tjRs3FlmLh4eH3n77bY0dO9Y0HDggIECPPvqoac6o7du369tvvy32/Y2OjtZbb71lnB89erTeeecdp/DX19dX48aN0wcffGD8OLB582atXLmy2LfpeNtLliwxzg8dOlRvvfWW0+tBr169tHTp0iKHWks5gd+zzz5rnL/mmmv00UcfOYUmPj4+GjFihD755BOjx8jBgwdNz8NcZfFYL1q0SMeOHZOUE/C//fbbpvBZypnOYdKkSXr55ZeLvN8VRePGjbVs2TKnL7vt2rXTlClTjPOpqamy2+2aOnWqHnroIdPzy8/PT88++6zpS7fjAhm5rDx2K5oxY8bojTfecOppHxoaqgULFpiCgh9//NGlfV599dVasGCBEUpKOcdqv3799PHHHxvD4TMzMzVjxgw33IuKoW/fvnrzzTfVpk0b+fn5qXPnznr44YeNy8vjvbgwzz77rDFlQbNmzfT555/r2muvdQq9unfvrqVLlxqB6rlz5/Tcc8+V6rbdLbeHqKRijaZw3NaxV2pSUpJpBWxXp2zIe9uO+3SssaT7tNvtpn0WR3R0tD766CPjfN++fbVw4UKn4fNNmzbVnDlz1LVrV6PtvffeU3Z2doluV8rpGRwTEyNJuvLKK50ud/wMHRYWpueff97pb+nl5aXhw4ebVj+PiIgw9WwFqjuCSQAoQkBAgKmnWGlX6Xb80t+9e3eNHz++0O3vu+8+04es+fPnF/kh64EHHnD6VdeR46qRqampRuBQntLS0hQbG6u1a9fq4Ycf1j333GMMFfL09NRTTz3l9CXDcR6rjh07FtrjRcoJAlq2bGmcP378eJF1jR49utAP3Vu2bDE+hHp7e+vuu+8udH81a9Y01elKDXn5+Pho8ODBxvnCwrfo6Gj9888/knL+jjfccEOxbis7O1uPPPKIEb57e3tr9uzZ+Q6r//PPP43T/fr1K7IXSu/evVWzZk3jvKuPx1VXXVXg5WPHjjX1CM3tsVYcixYtMp7PzZo10+OPP17o9pdddplp2GbuIgQl8e233xq3HRgYqGeeeabARV6Cg4P19NNPF7nPzz77zPgCWKtWLb388suFTj/Rpk0b00IHS5cuNYYI5iqLx9oxYB8+fHih0wwMGzZM/fr1K/Q2K4rCXn/zLtQUEhKif//73/lua7PZdPXVVxvn8xsKaeWxW5HUqlXLFJzlVa9ePfXv3984HxkZWeQ+g4KC9MorrxQ4QqF169aaPHmycf7PP/80gvbK7t577y10sanyeC8uyO7du023/8ILLxQ6hD0gIEAvvfSScX+2bNmiHTt2lPj23c1xTlTH18yiOP6A47iPvHOsurrQSt55gAvbp6t15n3u5N2Pq1asWGF8PvTz89NLL71U4Huat7e36bXg2LFjpZrf0nHV9fyOc8cer02aNCn0eXPdddfp8ssv16BBg3TPPfe4ddE+oLIjmAQAF1xxxRWmIXS5Q7qLKzIy0vTFZdy4cUVex2azmYb+Hj16tNAemx4eHkWuPHrBBReYziclJRVZR3Ft3rxZYWFhBf67+OKL1bdvX913332mBYC8vLw0ffr0fOfeeeihh7Rt2zZ98803ev31112qw/ELiysfirt161bo5b169dKOHTv0ww8/aMmSJaaejO6qIT+Oiys4ho95OfaW7NWrl1PPu6K8/vrrptVPn3rqqQIXDPjPf/6jLVu26IsvvtBjjz1W5L49PT1NgU1RfwubzVZgaOPolltuMU5v3brVGELsKsfeU4MHD3Zpsvxhw4YZpw8cOFDicN/xS8+AAQOK7DHTt29fNW7cuNBtHOeHy9vbtiBDhgwxhvTGx8cbCxbkcvdjfejQIdPcajfddFOR+8xvNeCKxmaz6dprry3wcn9/f9MqzldddVWhQxsdn7/5vU5beexWJD179ixwsbRcbdu2NU670nNr+PDhha64nbuNY2/5kqyIXdH4+/urU6dOhW5THu/FBXF8fWvUqJFL8/SFhoaqQ4cOxvncob4VgeOP3MUZ5uw4BYPjPvL+aO7qVA15t3PsdZl3n67WmTc8dNxncTjOmT1gwIAin5ddunTRI488otdee00rVqwo1fzBucO469evn++iP46v0b/99luhrwFeXl5atGiRZs6cqYcfftgU1gPVHcEkALhoypQpatKkiXG+JEO6HeeR8/T01OWXX+7S9Xr06GH60Lhly5YCt23atGmRK17m7RGY36rS5c1ms6lXr15asmRJvvOo5fL19VVoaGiRC/YcOnRIK1asMH3pLupDsc1mc2llTS8vL7Vo0UIXXXRRodudOnVKP/zwg6m3WUk/mHfq1Mn04fqbb77Jd7u8vdCKY8WKFVqwYIFx/rbbbjOFfvkJCAhQhw4d1KxZswK3yc7OVmRkpD7++GNTIFDU36JFixb59tTMq0uXLsZpu93uFKoVJjY21tR7x9WFoNq2bWvqNVJQUFyY9PR00wJKl156aZHX8fDwKDQ8T09PN62Y7er9qV27trHQhJT//XHnY+34Wujj4+PS3Hxdu3Yt9cJjZa1JkyZFvv46HjeOQ4Tz49jbKW9PeSuP3YrGlTkDHUN/V97ziuoFKOW8Hzkeu7nzCVdmoaGhLgVPZfleXBjH47U4C/c5hq0V6Zh3/GxXnCHHjn9Dxx8kCgsYXd1f3n3mPR5crTNvoFmSFbLT0tJM8yq7urL6+PHjNWzYMHXu3Fm+vr7Fvl1JSklJMd6rrrzyynx7OPbu3dvYf2Zmpu69917deuuteu+997R79+58F1ME4Kxif7oDgAokd0j3HXfcIalkq3Q7DvkICQlx+cOSr6+vmjZtaiyY47ifvFzpHZX3g2tp5t8pSGBgYIFhg81mk6+vrwICAlS/fn21b99el1xySZE9wfJKT0/X3r17dejQIUVHRys6OlpRUVHat2+fsaKto6I+IAYEBDgNZypKdna2Dh06pH379hk1HDlyRPv373eaMN6VGgozYsQIY4GO1atX64knnjB90N+6datxjAQFBRXZc9bR5s2bTXNvde/eXU8++WSx6ktNTdWePXt0+PBh429x6NAhHTx40LRyaq6i/haFLfDjqFmzZvL29jbChuIMp8w7PPbRRx/Vo48+6vL1czmuwO6q06dPm557rvaeyNvj2dHx48dNc8bOnDlTM2fOLHZtRd2f0j7WjvsPCQlx6TXUx8dHzZo1q9DzchW2mFN+igoxCxvqZ+WxW9EU933PlddhV36kknJep3J/fCrsvbmyKKo3Wn7c/V5cGMfjfuPGjSVayKYiHfOOPxIUpyep47aOP2DkHWbt6j4LGwKe97Pq+fPnXfqslHf+cleHlTuKiYkxHS9F/ZjjTn/88YfxuaKgKWWCgoI0bdo0PfPMM0bbP//8o3/++UdvvPGG6tSpo8svv1xXXnmlevfuXei0A0B1RjAJAMXQs2dP3XTTTcbq0bt379a8efN03333uXR9xyGmrk4ent/2hQ1VLc4cRQXp27evsdpjYT766KMCVzMMCwtzeQXo4oqMjNS8efO0bt26fEMQR15eXi7PB1pUSOAoLi5O77//vr7++mudPn3abTUUZujQoZoxY4YyMzN19uxZbdiwQX369DEudxzGPXjwYJdD1qioKN1///3GB/BmzZrprbfecjlw/+eff/Tee+9pw4YNhfZEstlsstlsLgfhxXmOBAQE6OzZs5KcJ+ovTHG2dfd+cle0zeXq8VfY36Ws74+7HmvHVWOL87zLXaSnoiruF+/SzDFm5bG7adMm01yVBQkJCSmX4c3ueN9zZLPZXD7WHHti5n1OV0bFeT6W1XtxYUq6gIojdz133MHxOMsvxC2I47aOwXytWrXk4eFhvPa6us+82znuM+9zITk52aWFehz36eXlVazFfXLlncKiJPsoqdypVjw9PQudA/nmm29WYGCgXnrpJacfJ86ePavVq1dr9erV8vDw0GWXXaZx48aZPrsBIJgEgGKbOnWqNmzYoKNHj0qS3n33XZcWg5BK10vAcZhNceYhqmqWLFmil156Kd/hSd7e3mrevLnat2+vSy+9VL169dJTTz2lzZs3u7RvV/+uW7Zs0cSJE/MNiG02m5o0aaLQ0FBdfPHF6tGjh9avX6+3337bpX0Xpl69errqqquML/rffPON8eE2PT1dq1evNrZ1dTXuxMRE3XPPPcZ98fPz0zvvvFPo4kmOZsyYke8qzlJOSNOqVSt16NBBl156qa666irdeuutLoXexeX43CpOSJH3i/Jll11Wol4dhQ1vLkhJp1AoLHDOe38uvPDCEoV5+fXKdOdjXRb3vSIoz8UMrDx2qzoPDw+X3w8c34uqwrBNV+93Wb4XF8bxtaN58+amKShc5TgvqNUc5ygsTrDtuG2DBg2M0x4eHmrQoIHRK9TVfeb9gdWxZ1/euapPnz7t0ggXx1EjdevWLdHro5ULxOTOL3nxxRcX+UPpgAED1LdvX61fv17ff/+9NmzYYPxYmis7O1ubNm3Spk2bdMMNN+jVV1+t1p/nAUcEkwBQTAUN6c7tRVkYx4CguL/6O/7CX5E+VJenn3/+Wc8//7xx3t/fXzfccIO6deumsLAwNW/e3KmXnzt6aDg6duyY7r33XuPx8PDwUP/+/XXllVeqQ4cOat26tdOwJ3f2GBoxYoSxv9xeKr6+vvrtt9+McDEsLCzfSdrzyszM1AMPPGAMjbXZbHr99dddnij+448/NgVV9erV0w033KAuXbooLCxMISEhTh+6i/N4pKSkuLSd3W439cwoTk/LvNs+/fTTJRoaWBJ5b9vV14TCesDk3efEiRPVt2/f4heXh7sfa8deL8VZfKs4PYqqOiuP3aouKyvLeG0tiuPxW9SQcrvdXmTQUpqFYcqLle/FgYGBRoh2zTXXFLkSfUXnOIVH3ukZCnLy5EmdO3cu331IOfMz5waTru7TcQ5Qb29vhYSEGOebNGlimi4lOjrapXmBY2JiCqzRVXlf58piscb8REREGHP4ujLfrJTzw1n//v3Vv39/ZWdna8+ePdq0aZP++OMPbd682fSYffXVVwoNDdVdd91VJvUDlQ3BJACUQN4h3bt27dK8efOK/AW5UaNGxunY2FiXv/gkJycbPTQlmT4wloWKurLoG2+8YZwOCQnRJ598Yvqb5sfdQ7bee+89Y5/e3t56//33i1wV1J01XH311apTp47Onj2rc+fOaePGjerXr5/Wrl1rbONqb8nnn39ef/zxh3H+gQceUL9+/Vy6bnp6umbPnm2c79ixoxYtWlTkMKviBPKOX2oKc+jQIdOX3uL0oMnbE+TYsWPlFu40bdrUNOTuwIEDLi2AU9gXzeDgYNlsNqPnVnHm2yxIWTzWLVq0ME7HxMTo/PnzRfb2s9vtVWIFaXex8tjt3r27IiIiyuW2rBIVFeXSPJP79+83TucNX/KGkBkZGUX2+s3by6oisvK9ODg42AgmHT8XVVaOPyJGRUW59Llwz549xmmbzeb0vO/UqZPRO9XVRRod93nBBReY5q/29vZWaGiodu3aZWw7aNCgYu2zffv2LtWRV8OGDU3vaVFRUbrkkkuKvN4ff/yhhIQENW3aVC1atCj2EPDcYdxSwfNLFsbDw0MdO3ZUx44ddccddyg1NVVffPGFXnnlFSPgXbRoEcEk8D/0HQaAEpo6daopiHz33XcVGRlZ6HUcQ4esrCxTKFSYP/74wzREzJXecFVNTEyMaWXG8ePHF/lFKDU11RTiuGOYneOH1WuvvbbIUFIyfzEo7UJD3t7eGjx4sHF+7dq1ys7ONury9vbW0KFDi9zPhx9+qE8//dQ4P3DgQE2cONHlOrZu3Woayj558uQiP/gfOnTINA9ZUY9HQQsn5OX4PPL29napJ0eutm3bmup2XEG9MHFxcXr88cc1a9YsffbZZyUanl6zZk3TlzVXXw+2bNlS4GUBAQFq27atcd7V+5ORkaEnnnhCM2fO1KeffmoKW8risXb8YpmZmenSEM+IiIhy6y1TGVh57FYHjivHFyQ5OdkIa6ScleMd5Q0hi3o9S01NrfCPh9XvxY6vHVu2bHG5J+Y777yjV199VYsXL3b5uVIeunTpYvQuzcrK0qZNm4q8zu+//26c7tChg9N0Hd26dTNO79q1y6UfBB33efnllztd7jifuOO2BYmPj9fu3bsL3acratWqZVp9vbD3P0dz5szRgw8+qJEjR2rOnDnFvt3cYdwNGzYsMFTN/Ry/ZMkSvfjii4V+B/Dz89Ptt9+uSZMmGW0nT550y5ypQFVAMAkAJZQ7pDtXRkaGPvroo0KvExoaaurt+OGHHxZ5O3a73bRd3bp11alTp2LXW9nlXeHacU6lgnzyySem+ajcMZTMcWJzV2rYvn27tm3bZpzPbz6u4ho5cqRx+ueff9Y///xjzCN19dVXF7mq6vr16/Wf//zHON+hQwe98sorxaqhJI9H3udHUY9HZmamvvjii0K3ycjI0JIlS4zzV155ZbHm2fPw8DD1hvjiiy9c+qKwePFiffHFF3r77bf15JNPlriX04ABA4zTP/74Y5E9gHbs2GH6spefq6++2jj9008/udTL8KuvvtLnn3+uuXPn6plnntGBAweMy8risQ4NDTWtul7Ua6ckLVu2rMhtisPKucvcwepjt6pbvnx5kT8krVixwhie6e3trWuuucZ0ed6h3Y7Pq/ysXr3apfcIK4/dsnwvduV+Ob6+nT59Wt9++22R1zl06JDmzJmjhQsX6sUXX9SPP/5Y5HXKS+3atU2hXVGvcykpKfr666+N847vIbl69Ohh/GiRkZGhzz77rNB9bt++3fS+MnDgQKdtrr32WuN0eHi4wsPDC93n8uXLjcc5MDBQV1xxRaHbF8bxdW7NmjVF/kB17Ngx/fPPP8b5vKFoUcdZUlKStm7d6nTbeXl4eGjy5Ml6/vnntXjxYn333XeF7lcyz99ss9lcXmQQqOoIJgGgFHr16qUbb7zROF/UFwoPDw/TSqabNm3Se++9V+h13n33XVPPjdtvv71afpDJ+wVvw4YNhW6/adMmvfXWW6a2ki64UVAdf/zxR6GP+bFjx/TYY4+Zeoe4o4b27dsbQwzj4+M1Y8YM47Lhw4cXet3IyEhNnjzZqDs4OFjvvvuuS1MKOCru4/HNN99o6dKlpjZX/hYzZ84s9Mv8G2+8Ybp83LhxRe4zr9z5YqWcv+eUKVOUnp5e4PY7d+40rTjfuXPnEv9YcOONNxoLDaWnp2vKlCkFzjGXnJysJ598ssh9jh492hiGl5mZqYceeqjQnloxMTGmY6hx48amFUPL6rG+5557jNO//vqrKWDO6/fffzf18HUHxwC7Mszrlx8rj92qLiIiQu+++26Bl+/du1ezZs0yzg8ZMkT16tUzbdO0aVPTKteLFy8ucH/Hjh3Tm2++6VJtVh67Zfle7Mr9uvLKK03zIL/00kumHt55paen64knnjDe8zw8PHTzzTcXWnN5u/32243TP//8s1auXFngts8++6zi4uIk5fTCGzVqlNM2NWvWNLXPmTOnwKkXkpKSTO8rF198sS666CKn7S655BLTaJ1p06YV+L6yZ88e03PnpptuKtaidHnddtttxhzGiYmJeu655wrsdWu32/Xyyy8bPyo0atTIKVws6jjbuHGjEaoWFkzabDZTUL506VJFRUUVel/WrFljnG7RooX8/PwK3R6oLggmAaCUHn/8cZdWJ8x12223mb4IvvHGG3ryySeNicpznThxQk888YTpA32bNm2q7Xw0rVq1MvU2Xbp0qebPn+/0JTwmJkavv/66xo0b53RZampqqeu48sorjdMRERGaOnWq06qXSUlJ+uSTTzRs2DCnD6nuqEEyB5C5v+zXr1+/0Enaz5w5owkTJhiLyvj5+WnevHlFDsPLz6WXXmr6QP3WW2/piy++cApq9+3bp6eeekqPPvqo0xcJV/4WKSkpuv322/X999+bei+dPn1aU6dO1cKFC422ESNGmIawuapTp0667bbbjPM///yzxowZo+3bt5u2S09P15IlSzRu3Djjy4ynp6emTZtW7NvMVadOHT3xxBPG+b/++kv/+te/nL5E7tixQ7fddluR00VIOWHzQw89ZJwPDw/XTTfdpA0bNpgeg6ysLH399de67bbbTL3mpkyZYhqCWlaP9bBhw9SzZ0/j/AsvvKAZM2aYvuzm/s3vvffeUk+DkJdjwLJt2za3z0dbHqw8dquDWbNm6cUXXzQdG7nPm3/961/GcR0UFGR6zuXy8vIyLT71/fff66WXXjId45mZmVq1apVGjRql06dPu/TDY94fyAoLo92tLN+LXb1fzz33nPHjS2Jiom655RYtW7bMafstW7ZozJgxpt5zN998s8sLvJWXvn37moZKP/3005o3b54pNDt9+rQmT55s6i05ceLEAkdIjB8/3rgsJSVFY8eO1Y8//mh6bd67d6/GjBljDM339PQsdDGhqVOnGr0NIyMjNWbMGNNUNXa7XT/88IPGjh1rPMYNGjQw/QhVEs2aNTN99v3mm2903333OY0GOHHihCZPnqwffvjBaJsyZYo8PT1N2zkeZ7lDth05To3j+B6Vn7Fjxxr7T0hI0J133qnff//d6T0wPj5eL774or755hvTdQHkqH5dbgDAzQICAvTCCy+4HBj6+Pho9uzZGjt2rBFaffbZZ/r888/Vtm1b1a1bV3Fxcdq3b5/pg02zZs00b968Uv3qXNk9/PDDeuSRRyTlfAD+z3/+o3fffVfNmzeXr6+vTpw4oZiYGNPfrUmTJsbw2LxD0EpiwoQJWrNmjfGh+5tvvtH333+v5s2bq27dujpz5oyio6NNX5Aca8jKylJcXFyRw62LMnToUM2YMcPU82To0KGFfql97rnnTPOXtWrVSosWLVJqaqrS09OVmZlZ5NxfQ4cO1Q033CA/Pz/de++9xiII6enpevzxx/Xqq6+qefPm8vT01PHjx50WX2ncuLHRVtTj0bVrVx06dEhnzpzRAw88oAYNGqhFixZKS0tTRESEaThg165d9fTTTxe6v8JMmzZN0dHR+u233yTlBFU33XSTGjVqpObNmys5OVmHDx82faG22Wx66qmnXFqwpjBDhw5VeHi4Fi1aZNz20KFD1bp1azVo0EDHjx83Xis8PT3Vp08f02JH+bnrrrt06NAhYwjfgQMHdOedd6pevXpq1aqV0tPTFRUV5RTGjR8/3mlRg7J8rF955RXdeeedxuvd+++/r48++kjt2rWTl5eX9u3bZwxPbtOmjWw2W6G9o4rDMZw4evSoBg0apLZt2yopKUkLFixwmretorLy2K3KgoODdeLECS1evFjLli1T+/btVaNGDR04cMDosSZJvr6+mjVrltNiRLnuu+8+rV271vj7f/TRR/rss8/Upk0beXp66tChQ8bzsEmTJho2bJjeeeedQmtzPHbDw8M1YMAANW/eXOfPn3fqrVwWyuq92NX7demll+rZZ5/V9OnTlZmZqaSkJE2fPl2vvfaa2rZtK29vb0VHRzv94NutWzfTD0EVyeuvv67bb79d0dHRyszM1Jtvvqn3339fbdu2VXp6uiIiIkzv93369NGdd95Z4P7q1q2rN998UxMmTNC5c+cUFxenSZMmGa8LZ86ccRqN8MgjjxS6sEz37t01efJko2fv7t27dcMNN+iCCy5Q3bp1FRUVZfqb16xZU//973+LvfBMfh588EHt27dPP//8syRp3bp1WrdunS644ALVr19f8fHx2rdvn+kHszFjxuj666932ldoaKix4vbixYv1119/KSgoSG3atNHTTz9tvJZecsklph7P+WnXrp0mTpxoLBAXHR2tcePGqW7dumrVqpV8fHx09uxZHThwwPT49evXTzfddFPp/ihAFUIwCQBucOWVV2rUqFFFzuOTq0mTJlq+fLmeeeYZff/995JyPtzn1xvKZrPp+uuv15NPPlnqMKuyGzx4sE6ePKk33njDCKWSkpJMiw/kCgwM1JQpU9SgQQONHz9eknTw4MFSh4ItWrTQO++8o4ceeshYECQ9PT3fsMTLy0tjxozRPffcoyuuuMLo8fX333+b5msqibp166p3797FWo0771xyu3btyvdvV5iLL77YOH333XfrzJkzpjlQ4+PjTQul5GrUqJGeffZZHTt2TM8995yknAAlKyvLqTdDrsaNG2vatGm6//77dfToUZ06dcrpC63NZtPIkSP1zDPPFGtuybx8fHw0b948zZo1SwsXLjR6qhw/ftz4AuOoQYMGmj59uvr371/i23T0xBNPKCQkRK+//rrx5eXgwYM6ePCgsU3NmjU1ffp0nT9/vshgUsoZ4hgWFqbZs2cb4d6ZM2ecevhKOT+wPPbYY7rlllvy3VdZPdbBwcH65JNPNHnyZGNI6Pnz5516/LVt21bvvvuuEYa4Q//+/dWhQwdjbrXTp08bq/3u3bvX1IOpIrP62K2qnn/+eS1btkw///yzMjIytGPHDqdtQkND9dprr6lDhw4F7qdly5Z677339PDDDxtzFKempmrnzp2m7S6++GLNmDGjyKHRUs7Q2CVLlhjBf2xsrPGjU0xMjJo2bery/SyJsnovLs79GjVqlEJCQjR9+nTjh5vU1FSn1w4pZ/j2bbfdpqlTpxa5KrpVgoODtXjxYj388MNGD8+kpCRTb89co0aN0vTp043hzQXp0aOH3n//fU2dOtUIhfN7XahZs6amTJliGlJekHvuuUf+/v564403jLA9v88/jRo10owZM5wWhCopLy8vvf322/rvf/+rhQsXGu+T+/fvd7p9b29vPfTQQwUGt/fee6/++OMPYx+5vT6jo6M1cuRI43OGq6txT5o0STVr1tSsWbOM19+4uDjTDxiOtY0ePVoPP/xwgZ99gOqIYBIA3GTatGnauHGjU6+hggQFBWnWrFnavXu3vvnmG23atElHjx5VUlKSatasqZYtW6p79+4aMWKEabLs6u6OO+7QVVddpaVLl2rz5s2KjY3VuXPn5Ofnp3r16iksLEzdu3fXDTfcoICAAKWlpcnf318pKSnKzs7WypUrSz0cvkePHlq9erWWLVumX3/9VYcOHVJycrJ8fHwUFBSk1q1b65JLLtENN9ygZs2aScrpaZC76vJnn31W6mBSyglWcgOqCy+80LQac3mw2WyaNm2aBg0apE8//VT//POPTpw4ofT0dPn5+Sk4OFhhYWHq1auXBg0apBo1aujo0aN64YUXlJ2drYSEBP3www/5TrSfq1OnTvr666+1ZMkSff/99zpy5IiysrIUHBysHj16aNSoUW6bI8/T01OTJ0/W7bffri+//FK///67Dh48aIRvdevWVfv27dWnTx9df/318vf3d8vt5vr3v/+ta665RkuXLtVvv/1mrGIbHBysXr166fbbb1fr1q2L1SPqX//6l4YNG6Yvv/xSGzduVGRkpOLi4pSdna3AwECFhYXpyiuv1A033GDMdZmfsnysa9eurfnz5+vXX3/VF198oa1bt+r06dPy9/dXy5YtNWjQIN1yyy2lCp7z4+3trcWLF+vtt9/WTz/9pBMnTigzM1MNGjSodMO6rT52qyJfX1/NnTtXP/zwg1asWKHdu3crISFBQUFBuvDCCzVkyBBdd911LoULl112mdasWaMVK1Zo3bp1OnDggBITE1W/fn2FhYVpyJA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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "plt.title('Non-Paralyzable dead time - input rate {} ct/s'.format(rate))\n", "\n", "deadtimes = np.arange(0, 0.015, 0.0005)\n", "deadtimes_plot = np.arange(0, 0.015, 0.0001)\n", "\n", "for d in deadtimes:\n", " events_dt = filter_for_deadtime(events, d)\n", " new_rate = len(events_dt) / length\n", " plt.scatter(d, new_rate, color='b')\n", "\n", "plt.plot(deadtimes_plot, rate / (1 + rate * deadtimes_plot), \n", " label=r'$\\frac{r_{in}}{1 + r_{in}\\tau_d}$')\n", "plt.xlim([0, None])\n", "plt.xlabel('Dead time')\n", "plt.ylabel('Output rate')\n", "plt.semilogy()\n", "plt.legend();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Paralyzable dead time" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "rate = 1000\n", "length = 1000\n", "events, events_dt = simulate_events(rate, length, paralyzable=True)\n", "diff = np.diff(events)\n", "diff_dt = np.diff(events_dt)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dt = 2.5e-3/20 # an exact fraction of deadtime\n", "bins = np.arange(0, np.max(diff_dt), dt)\n", "hist = np.histogram(diff, bins=bins, density=True)[0]\n", "hist_dt = np.histogram(diff_dt, bins=bins, density=True)[0]\n", "\n", "bins_mean = bins[:-1] + dt/2\n", "plt.figure()\n", "plt.title('Paralyzable dead time')\n", "plt.fill_between(bins_mean, 0, hist, alpha=0.5, label='No dead time');\n", "plt.fill_between(bins_mean, 0, hist_dt, alpha=0.5, label='With dead time');\n", "plt.xlim([0, 0.02]);\n", "# plt.ylim([0, 100]);\n", "\n", "plt.axvline(2.5e-3, color='r', ls='--')\n", "plt.xlabel(r'Time between subsequent photons $T_{i+1} - T_{i}$')\n", "plt.ylabel('Probability density')\n", "\n", "plt.legend();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Non-paralyzable dead time has a distribution for the time between consecutive counts that plateaus between $\\tau_d$ and $2\\tau_d$, then decreases. The exact form is complicated (e.g. )\n", "\n", "The measured rate is expected to go as \n", "$$r_{det} = r_{in}e^{-r_{in}\\tau_d}$$\n", "(Zhang+95, eq. 16). Let's check it." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "plt.title('Paralyzable dead time - input rate {} ct/s'.format(rate))\n", "\n", "deadtimes = np.arange(0, 0.008, 0.0005)\n", "deadtimes_plot = np.arange(0, 0.008, 0.0001)\n", "\n", "for d in deadtimes:\n", " events_dt = filter_for_deadtime(events, d, paralyzable=True)\n", " new_rate = len(events_dt) / length\n", " plt.scatter(d, new_rate, color='b')\n", "\n", "plt.plot(deadtimes_plot, rate * np.exp(-rate * deadtimes_plot), \n", " label=r'$r_{in}e^{-r_{in}\\tau_d}$')\n", "plt.xlim([0, None])\n", "plt.xlabel('Dead time')\n", "plt.ylabel('Output rate')\n", "plt.semilogy()\n", "plt.legend();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Perfect." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Periodogram - non-paralyzable\n", "\n", "Let's see how the periodogram behaves at different intensities. Will it follow the Zhang+95 model?" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\r", " 0%| | 0/6 [00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "nevents = 200000\n", "\n", "rates = np.logspace(2, np.log10(3000), 6)\n", "bintime = 0.001\n", "deadtime = 2.5e-3\n", "\n", "plt.figure()\n", "plt.title(f'bin time = 1 ms; dead time = 2.5 ms')\n", "for r in tqdm.tqdm(rates):\n", " label = f'{r} ct/s'\n", " length = nevents / r\n", "\n", " events, events_dt = simulate_events(r, length)\n", " events_dt = EventList(events_dt, gti=[[0, length]])\n", "# lc = Lightcurve.make_lightcurve(events, 1/4096, tstart=0, tseg=length)\n", "# lc_dt = Lightcurve.make_lightcurve(events_dt, bintime, tstart=0, tseg=length)\n", "# pds = AveragedPowerspectrum.from_lightcurve(lc_dt, 2, norm='leahy')\n", " pds = AveragedPowerspectrum.from_events(events_dt, bintime, 2, norm='leahy', silent=True)\n", " plt.plot(pds.freq, pds.power, label=label)\n", "\n", " zh_f, zh_p = dz.pds_model_zhang(1000, r, deadtime, bintime)\n", " plt.plot(zh_f, zh_p, color='b')\n", "plt.plot(zh_f, zh_p, color='b', label='Zhang+95 prediction')\n", "plt.axhline(2, ls='--')\n", "plt.xlabel('Frequency (Hz)')\n", "plt.ylabel('Power (Leahy)')\n", "plt.legend();" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\r", " 0%| | 0/5 [00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from stingray.lightcurve import Lightcurve\n", "from stingray.powerspectrum import AveragedPowerspectrum\n", "import tqdm\n", "\n", "nevents = 200000\n", "\n", "rates = np.logspace(2, 3, 5)\n", "deadtime = 2.5e-3\n", "bintime = 2 * deadtime\n", "\n", "\n", "plt.figure()\n", "plt.title(f'bin time = 5 ms; dead time = 2.5 ms')\n", "for r in tqdm.tqdm(rates):\n", " label = f'{r} ct/s'\n", " length = nevents / r\n", "\n", " events, events_dt = simulate_events(r, length)\n", " events_dt = EventList(events_dt, gti=[[0, length]])\n", "# lc = Lightcurve.make_lightcurve(events, 1/4096, tstart=0, tseg=length)\n", "# lc_dt = Lightcurve.make_lightcurve(events_dt, bintime, tstart=0, tseg=length)\n", "# pds = AveragedPowerspectrum.from_lc(lc_dt, 2, norm='leahy', silent=True)\n", " pds = AveragedPowerspectrum.from_events(events_dt, bintime, 2, norm='leahy', silent=True)\n", " plt.plot(pds.freq, pds.power, label=label)\n", "\n", " zh_f, zh_p = dz.pds_model_zhang(2000, r, deadtime, bintime)\n", " plt.plot(zh_f, zh_p, color='b')\n", "plt.plot(zh_f, zh_p, color='b', label='Zhang+95 prediction')\n", "\n", "plt.axhline(2, ls='--')\n", "plt.xlabel('Frequency (Hz)')\n", "plt.ylabel('Power (Leahy)')\n", "\n", "plt.legend();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It will.\n", "\n", "## Reproduce Zhang+95 power spectrum? (extra check)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "4000it [00:00, 4140.55it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "INFO: Calculating PDS model (update) [stingray.deadtime.model]\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from stingray.lightcurve import Lightcurve\n", "from stingray.powerspectrum import AveragedPowerspectrum\n", "import tqdm\n", "\n", "bintime = 1e-6\n", "deadtime = 1e-5\n", "length = 40\n", "fftlen = 0.01\n", "\n", "plt.figure()\n", "plt.title(f'bin time = 1 us; dead time = 10 us')\n", "\n", "r = 20000\n", "label = f'{r} ct/s'\n", "\n", "events, events_dt = simulate_events(r, length, deadtime=deadtime)\n", "events_dt = EventList(events_dt, gti=[[0, length]])\n", "# lc = Lightcurve.make_lightcurve(events, 1/4096, tstart=0, tseg=length)\n", "# lc_dt = Lightcurve.make_lightcurve(events_dt, bintime, tstart=0, tseg=length)\n", "# pds = AveragedPowerspectrum.from_lightcurve(lc_dt, fftlen, norm='leahy')\n", "pds = AveragedPowerspectrum.from_events(events_dt, bintime, fftlen, norm='leahy')\n", "plt.plot(pds.freq / 1000, pds.power, label=label, drawstyle='steps-mid')\n", "\n", "zh_f, zh_p = dz.pds_model_zhang(2000, r, deadtime, bintime)\n", "plt.plot(zh_f / 1000, zh_p, color='r', label='Zhang+95 prediction', zorder=10)\n", "plt.axhline(2, ls='--')\n", "plt.xlabel('Frequency (kHz)')\n", "plt.ylabel('Power (Leahy)')\n", "plt.legend();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Ok." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "An additional note on the Zhang model: it is a numerical model, with multiple nested summations that are prone to numerical errors. The assumptions made in the Zhang paper (along the line of \"in practice the number of terms needed is very small…\") are assuming the case of RXTE, where 1/dead time was low with respect to the incident rate. This is true in the simulation in figure 4 of Zhang+95: 20,000 ct/s incident rate, 1/dead time = 100,000. However, this is not true in NuSTAR, depicted in our simulation below where the incident rate (2,000) is much larger than 1/dead time (400). A thorough estimate of the needed level of detail (that implies increasing the number of summed terms) versus increase of numerical errors has to be done. This is a quite long procedure, and I did not go into so much detail. This is the reason of the “wiggles” that can be seen in the model in red in the plot below.\n" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "INFO: Calculating PDS model (update) [stingray.deadtime.model]\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "bintime = 1/4096\n", "deadtime = 2.5e-3\n", "length = 8000\n", "fftlen = 5\n", "r = 2000\n", "\n", "plt.figure()\n", "\n", "plt.title(f'bin time = {bintime} s; dead time = {deadtime} s')\n", "\n", "label = f'{r} ct/s'\n", "\n", "events, events_dt = simulate_events(r, length, deadtime=deadtime)\n", "events_dt = EventList(events_dt, gti=[[0, length]])\n", "# lc = Lightcurve.make_lightcurve(events, 1/4096, tstart=0, tseg=length)\n", "# lc_dt = Lightcurve.make_lightcurve(events_dt, bintime, tstart=0, tseg=length)\n", "# pds = AveragedPowerspectrum.from_lightcurve(lc_dt, fftlen, norm='leahy', silent=True)\n", "pds = AveragedPowerspectrum.from_events(events_dt, bintime, fftlen, norm='leahy', silent=True)\n", "plt.plot(pds.freq / 1000, pds.power, label=label, drawstyle='steps-mid')\n", "\n", "zh_f, zh_p = dz.pds_model_zhang(1000, r, deadtime, bintime)\n", "plt.plot(zh_f / 1000, zh_p, color='r', label='Zhang+95 prediction', zorder=10)\n", "plt.axhline(2, ls='--')\n", "plt.xlabel('Frequency (kHz)')\n", "plt.ylabel('Power (Leahy)')\n", "plt.legend();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The script `check_A` checks visually the number of `k`s to calculate before going to the approximate value `r0**2*tb**2`. The default is 60, but in this case the presence of additional modulation for k=60 tells us that we need to increase the limit of calculated `A_k` to at least 150.\n", "The script `check_B` does this for another important quantity in the model.\n", "\n", "Somewhat counter-intuitively, there might be cases where too _high_ values of k could produce numerical errors. Always run `check_A` and `check_B` to test it." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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f/+p2QEay5jqO/oRQY1Z/Ki8v1wsvvKA33nhDxcXFKi0tdeu4NWvWGPeHDRvm8v634hoy0AhyAh6aMGGCcf+9995TZWVlm/v/85//NO4PGTIk6P4JAGZKTk5WVFSUsb1ixYp2j9m3b59ee+01Y/vyyy93+VVy4sSJxv3XXnvNJSNgS5z73NixY9WzZ0+32g6EqrCwMF122WXG9vLly13WxmyusbFRy5cvN7YnTpyosLAwl32SkpJcpgguW7aszTbs3bvX5eJ90qRJ7jYfCCrOARWHw6FXXnml3WNWrVqlr7/+2tieMmWKy/M9e/Z0+ZG7vf50+PBhl8/FtLS0dtsAmOmJJ57Qe++9Z2z36tVLL774olJSUjwuy+zrOPoTQo1Z/emCCy5wuV5z53tWaWmpS1DyyiuvdHneimvIQCPICXhowoQJxgK9x44d07333quGhoYW912zZo3LP5/rrrvOL20EAqVHjx6aPHmysf3hhx/q3//+d6v719bW6ve//71xwXvKKado5syZLvtkZGQY05C+//57Pfzww62Wt2LFCpdfK6+//npvTgMIOddee61xkbl161Y9/fTTre67aNEiY2RmeHh4q59Nv/71r437y5Yta3UETn19ve655x7V19dLOrHcxKWXXurVeQCBNnr0aJf1xZ599llt37691f2//vpr3X///cb24MGDXX4Qb+Lcn9577z1jOYiWPPjgg/rhhx8kSVFRUbr66qs9OQXAJ8XFxXrhhReM7djYWP397393mdbqCSuu4+hPCBVm9qef/OQnLgH+/Px8ffzxx63u/9133+mOO+4wlovo1auXfvWrX520nxXXkIFEkBPwUGRkpLKzs43ttWvX6qabbnJZ66KhoUHLly/XrFmzdPz4cUknRsV4MhwdCFW/+93vFBMTY2z/4Q9/0FNPPaXDhw+77Pfpp5/qmmuu0YYNG4zHsrOzddppp7ns16dPH914443GdkFBge644w6XDIBHjx5VTk6OHnjgAeOxiy++WBdffLFp5wUEszPPPFNXXXWVsf3UU0/pz3/+s2pqaozHampq9Kc//Uk5OTnGY9OmTdPQoUNbLHPatGnGaM6GhgbddtttWrFihcsPe7t379aNN97oMl3wrrvuUmRkpGnnBvhTWFiY/vu//9vYPnz4sH7zm9/ozTffdBndUl9fr3/961+65pprdPDgQUlSRESEHnvssRaTR4wfP95lGYc//vGP+utf/+qyrtn333+v2bNnu4w6u/XWW12mEgJWOn78uP70pz8ZQZGwsDDNmzdPw4YN87pMK67j6E8IBVb0p3vvvddluYasrCy99NJLLpnaGxsb9c4772jatGnauXOn8fhDDz3U4gw3K64hAynM4U76JAAnuf/++/Xyyy8b2+Hh4bLZbIqOjtaOHTuMXwwlKS4uTv/85z/bXcQX6Cg+/vhj3XzzzS4Xm926ddOZZ56pyMhIffvtt9q3b5/LMTNnztTdd9/dYnlNARbn6bARERGy2WyKjIzUtm3bXD6IBw4cqBUrVnAhi5BVUFCg++67T9KJpHfvvvtuu8fU1tbqhhtucFmjqXv37sYyKWVlZS7TBEeMGKF//OMf6tatW6tl2u12XXfddUbCPenESIAhQ4aopqZGdrvdJfDz61//2mVUGxAMvOlPzz77rObNm+fyWFxcnIYNG6aGhgbt2LFDhw4dMp6LiIjQwoUL2xzFXFlZqV//+tcuP4zHxMRo2LBhOnbsmMrKyowR0ZI0btw4PfPMM24llgDM8Oabb7oM5oiKitJ5553nURl9+vTRY4895vKYFddx9CcEO6v602uvvaZ77rnH5fqrR48estlsCg8P1zfffOPyI4J0InbhPAK6OSuuIQOFICfgJYfDoYULF+r55593+QBtbsiQIVq0aJFPv9gAoWjTpk266667tGPHjjb3i42N1R133KFp06a1ud+xY8f00EMPKT8/X219dI0cOVKLFi1SQkKCV+0GgoE3QRnpxC/td999d7v7jxs3Tk888YTLqOvWlJWV6Y477mgz+VCXLl1000036fe//33Qrc0EeNuf3njjDT388MOqrq5uc78hQ4booYce0gUXXNBumXv37lV2drY+//zzNve7+uqr9cADDzAqGn41a9YsrVq1yqcyWutjVlzH0Z8QzKzsT2vXrtW9997bbn6QhIQE/fGPf3RZd7M1VlxDBgJBTsBHO3bs0CuvvKKSkhLt27dPR44cUWxsrM466yylpaVpypQpfKCi0zp+/LjefvttrVq1Sl9++aW+//57NTQ0qE+fPjr99NM1fvx4XX755R6NuPzyyy/1r3/9Sx9//LEqKyt17Ngx9erVS+ecc46uuOIKTZgwgV/pEfK8Dco0+eijj/Taa69p/fr1+v7773X8+HH16dNHI0eO1FVXXeXxYvcNDQ16/fXX9dZbb2nLli06cOCAIiIiNHDgQI0ZM0a/+tWvgnLKEiD51p9qa2v173//Wx988IG2bt2qqqoqdenSRX379tXZZ5+tCRMm6NJLL/XoWs/hcGj16tUqLCw0PhvDw8OVkJCgUaNG6Ze//KV++tOfenqagM8uv/zyNtegdUd7fczs6zj6E4KV1f3p2LFjeuONN/Tee++ptLRUP/zwg8LCwtS7d28NGzZMl156qSZNmqQePXp4VKfZ15D+RpATAAAAAAAAQEhjqAsAAAAAAACAkEaQEwAAAAAAAEBII8gJAAAAAAAAIKQR5AQAAAAAAAAQ0ghyAgAAAAAAAAhpBDkBAAAAAAAAhDSCnAAAAAAAAABCGkFOAAAAAAAAACGNICcAAAAAAACAkEaQEwAAAAAAAEBII8gJAAAAAAAAIKQR5AQAAAAAAAAQ0ghyAgAAAAAAAAhpBDkBAAAAP9mwYYNsNptx2717d6CbBAAA0CEQ5AQAAAD8ZNOmTcb9uLg4/eQnPwlgawAAADoOgpwAAACAnzgHOZOTkwPYEgAAgI6FICcAAADgJ6WlpcZ9gpwAAADmIcgJAAAA+MHRo0e1Y8cOY5sgJwAAgHkIcgIAAAB+sHXrVh0/ftzYJsgJAABgHoKcAAAAgB84r8fZp08fDRgwIICtAQAA6FgIcgIAAAB+4BzkHD58eLv7f/nllxo/frxsNptsNptGjhypwsJCK5sIAAAQsroGugEAAABAZ+BJZvV//OMfevTRR1VfXy9JOuOMM/TUU09p6NChlrYRAAAgVBHkBAAAACz2448/avv27cZ2a0HOw4cP63/+539cRmxOnDhRf/7znxUdHW15OwEAAEIVQU4AAADAYmVlZWpoaDC2Wwpy2u123X777frmm28kSV26dFF2drZuvPFGv7UTAAAgVBHkBAAAACxWWlpq3O/Xr5/69evn8vy///1vPfjggzpy5IgkqXfv3lqwYIHGjBnj13YCAACEKoKcAAAAgMVaW4/zxx9/1Jw5c7R8+XLjsZEjR2rRokVKSEjwaxsBAABCGUFOAAAAwGItBTl3796t22+/XZs3bzae+81vfqN7771XERERfm8jAABAKCPICQAAAFjo2LFjJyUdevvtt3Xffffp0KFDkqTu3bvr4Ycf1pQpUwLVTAAAgJBGkBMAAACwUFlZmerr643toqIiFRQUGNunn366nnzySdlstkA0DwAAoEMID3QDAAAAgI7Meaq6JJcA589//nO98sorBDgBAAB8RJATAAAAsJBzkPOUU05xeW7MmDGKiYnxd5MAAAA6HIKcAAAAgIWcg5w333yzUlJSjO1HH31U77zzTiCaBQAA0KEQ5AQAAAAscuzYMdntdmM7OTlZixYtUlJSkiSpsbFRd95550lT2gEAAOAZgpwAAACARex2u0vSobPOOkvR0dHKyclRnz59JEl1dXW65ZZbtHfv3kA1EwAAIOQR5AQAAAAssnnzZuN+7969lZCQIElKTEzUkiVL1K1bN0nSd999p1tuuUW1tbUBaScAAECoI8gJAAAAWKS0tNS4f9ZZZ7k8d8455+ixxx5TWFiYJKmsrEy///3vdfz4cb+2EQAAoCMgyAkAAABYxHmtzTPPPPOk59PS0pSdnW1sr1mzRg899JBf2gYAANCREOQEAAAALFBfX++SdKj5SM4mN998szIyMoztl19+Wc8995zl7QMAAOhICHICAAAAFti2bZuOHTtmbLcW5JSkhx56SBdeeKGx/Ze//EWrVq2ytH0AAAAdCUFOAAAAwALOU9W7d++uM844o9V9IyIitHjxYg0ePFiS5HA4dNddd+nLL7+0vJ0AAAAdAUFOAAAAwALOSYeSkpIUHt72pXfPnj317LPPKj4+XpJ09OhR/dd//ZfKy8stbScAAEBHEOZwOByBbgQAAAAAAAAAeIuRnAAAAAAAAABCGkFOAAAAAAAAACGNICcAAAAAAACAkEaQEwAAAAAAAEBII8gJAAAAAAAAIKQR5AQAAAAAAAAQ0ghyAgAAAAAAAAhpBDkBAAAAAAAAhDSCnAAAAAAAAABCGkFOAAAAAAAAACGNICcAAAAAAACAkEaQEwAAAAAAAEBII8gJAAAAAAAAIKQR5AQAAAAAAAAQ0ghyAgAAAAAAAAhpBDkBAAAAAAAAhDSCnAAAAAAAAABCGkFOAAAAAAAAACGNICcAAAAAAACAkEaQEwAAAAAAAEBII8gJAAAAAAAAIKT9P4Hw6X/lIkbwAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def safe_A(k, r0, td, tb, tau, limit=60):\n", " if k > limit:\n", " return r0 ** 2 * tb**2\n", " return A(k, r0, td, tb, tau)\n", "\n", "\n", "check_A(r, deadtime, bintime, max_k=250)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "So, we had better repeat the procedure by using `limit_k=150` this time." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "check_B(r, deadtime, bintime, max_k=250)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "1600it [00:00, 3214.76it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "INFO: Calculating PDS model (update) [stingray.deadtime.model]\n" ] }, { "data": { "image/png": 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FBwerevXqatWqlR555BFFR0cXWcbMmTM1a9YsSdIrr7yixx9/XNnZ2Vq9erXWrVunhIQEnT59WiEhIapbt67atWunnj17KiQkpNj3c8WOHTv01Vdf6ZdfflFycrJMJpNCQ0MVExOjtm3bqlu3bqpQoYLNM+PGjdP8+fMl5R34s2XLFvn7+xdb12effaaJEydKkurUqaNvvvnG7nZaS09P19KlSyXZBstcYTabNWLECJs29evXT2PHjnW5bEdZf9+dUdTPZ48ePYyZnvPmzdMTTzzBEnIAAIpBYBEAAMAN/vnPf2r58uVG/vTp0zp9+rRiY2ML3LtmzRq98cYbOnPmjM31rKwsXbx4UUeOHNGSJUvUsmVLTZ48WVWrVi2y7jNnzmj06NHavHmzzfW0tDSlpaVpz549WrBggd555x0X3qHrzGazpk+frrlz5yo7O9vmtXPnzuncuXPat2+fPvnkE/Xo0UNjx461KygnSQcPHtQ//vEPHT582Ob62bNndfbsWe3cuVNz5szRlClT1Lp16yLLOn78uF5++WXt2LGjwGtXvq9bt27V7NmzNX78eN13333G64888ogRWDx//rx++OEHm9cLs3r1apsynLV69WpdunRJknTHHXe4fJq5xWLRmDFjbIKK/fv3N4LP15Po6GjVr19fhw8fVnJysjZu3Kh7773X080CAKBMI7AIAADgopUrVxY6w6xLly42+VmzZmnmzJk216pXr64aNWooKytLCQkJSk9PlyRt27ZN3bt319y5cwudwXfmzBn17t1bR48eNa75+fkpNjZWAQEBOnz4sNLS0pSYmKinnnrKLTPYnJGdna1nn33WJvjp5eWl6OhoRURE6MKFC4qPj1dOTo7MZrMWLlyo+Ph4ffzxxypfvnyRZR89elSzZs3SuXPnJEmVKlVSvXr1lJmZqYSEBGNZ8NmzZzV48GCtXLmy0K/nwYMH1a9fP6WlpRnX/Pz8FBMTo/Lly+vo0aNKTU2VlBcMHTZsmKZOnaqOHTtKkpo2baqYmBjFx8dLygsiFxdYTEhI0L59+yRJ3t7eLn2P1qxZY6Tvvvtup8u54tVXX7UJeg4YMEAvvfSSy+U6q1atWmrTpo3d9//0008ym82S8mZw3nTTTUXef9dddxnB6TVr1hBYBACgGAQWAQAAXHQlqPjggw9qyJAhqlatmg4fPqz169fr5ptvNu5bu3atTVDx9ttv15gxY9S0aVPjWnZ2tr766itNnjxZaWlpSklJ0ZAhQ7Rs2TIFBQUVqHvMmDE2QcXu3bvrH//4hypWrChJMplMWrlypSZNmqSzZ88aSz1L2/jx422Cit27d9eQIUNsZmOeP39ec+bM0UcffaTc3Fzt3LlTcXFxmjJlSpFlf/7555Lygk7//Oc/ddddd8nLy0tS3tLgmTNnGu87KytLM2fO1PTp0wuUk5GRoeeee84IKvr4+GjQoEEaMGCAzRLq9evX67XXXlNKSorMZrNefvll3X777YqMjJSUN+Nw8uTJkqSNGzfq4sWLRS7BXrVqlZFu1apVsTNUC5OSkqJff/3VpixXTJo0SYsXLzbyng4qSlLXrl3VtWtXu+6dNm2atmzZYuTHjRunhg0bFvlM69at9cknn0iSNm/erOzsbLtnzQIAcCMisAgAAOAG7dq109SpU42A1s0332wTVExPT9e//vUvI3/vvffqnXfeka+v7XDM399f3bp1U7NmzdSrVy+dP39eR44c0UcffaThw4fb3Lt161Zt2rTJyD/55JMaPXq0zT1+fn7q0aOH6tevr379+hVYglwafv75Z5sA1ahRo/TUU08VuC80NFQjR45UbGysRo4cKUn68ssv9eijj+qvf/1rkXXUqFFDS5YsMQKqVwQHB2vMmDFKTU3V2rVrJUmbNm26asBo7ty5SkpKMvJTpkzRgw8+WKCu++67T9WqVVPv3r2VmZmp9PR0ffHFFxoxYoSkvFmqb7/9tnJycpSdna1169ape/fuV223xWLRl19+aeQfffTRIt9nUbZv3y6LxSJJCgwMVO3atZ0u68qS9Suu9rNVlDVr1mj37t0O13v8+HGHn7ma1atXa/bs2Ub+ySeftGsmaKNGjYz0pUuXtGfPHjVv3twtbQIA4HpEYBEAANwwVq5caRy4Yq958+bpjjvuKPa+wYMHG0HFq1m2bJkuXLggSQoJCdHEiRMLBBWtRUdH6/nnn9e4ceMkSQsXLtSgQYMUEBBg3GN9cm3NmjWNwNbV3HbbbRoyZIimTp1a7Htxtzlz5hjp22+//apBRWudOnXSt99+q3Xr1kmSPvnkk2IDi8OGDSsQVLTWq1cvI7CYkZGhxMREm+XQubm5NsHPTp06XTWoeEXjxo3VuXNn46CUb7/91vj6R0RE6M4779TGjRsl5QVHCwssbt++XSdOnJCUF1i1Zz/GwljPVqxfv77TB498+OGHev/99428o0FFKS9A6K4goaN27typf/7zn0b+rrvu0osvvmjXs5UqVVKlSpWM/U9//fVXAosAABSBY84AAABcFBQUpCZNmhR5j/UejPfcc4/CwsKKLbdz587y8fGRlHcQi/UMMJPJZLPMs1u3bsUu2ezdu7cCAwOLrdedMjMzbZZA23swifXssp9++klZWVmF3uvt7V3sXnj169e3yV+8eNEmv3//fp08edLI9+rVq9g2PvHEE3rxxRf13nvv6d1337V5zfp9/uc//7Ep25r1/oWdOnVyadltQkKCkW7QoIFTZcybN09vv/22kXcmqOhJSUlJGjJkiDEzt169epo6dapDQdaYmBgjnf8wIAAAYIsZiwAA4IZRuXJlm6CBPew5VTcmJqbIwEV2drb27t1r5As7OCS/ChUqqFatWvr9998lSb/88otatmwpSTaHkkiya1ZVSEiIbrvtNv3444921e8Oe/bskclkMvL2vnfrQK3JZNJvv/1W6HusUaOGgoODiyyvQoUKNnnrNl1p5xV+fn5q1qxZsW2MiYkp9OfpSvA4LS1Nubm5+uqrr/T000/b3JOZmWkTcHblNGhJNsu4K1Wq5PDzS5cu1cSJE418TEyM00HFIUOGaOjQoQ4/N3PmTM2aNcupOtPT0zVo0CCdPXtWUt73/P333y9yf8ursf7aWX9NAQBAQQQWAQDADaN169Z644033F5ueHh4ka+fPHnSZm/DadOmadq0aQ7Xc+rUKSOdnJxs81qdOnXsKiM2NrZUA4vHjh2zydszE/BqUlJSCn3NntmfV2Z+XpGbm2uTT0xMNNJRUVEuH9jh7++vzp07GwfLrFmzpkBgcf369bp06ZKkvBmG1ntyOuPKqdiSHA6mSVJcXJyxR6MkxcfH65tvvlGHDh1caldpMJvNGj58uP773/9Kyvt+T5s2ze5/F9asg9TWp4MDAICCWAoNAADgouJmy50/f94t9ViXk56ebvOavYGkovYhLAlX9pV0VVEBHut9J51l/fV0Jih3NdYzEA8dOqT4+Hib162XQXfr1s3l+i5fvmyki/uZvJorwVbr5fKvv/66235+S9KkSZNsltyPGjVKbdq0caos6++/9axgAABQEDMWAQAAXFTc/m05OTk2+aZNm9q1xDo/630Cy5UrZ/Oa9Uyzorg6E89R+d+7s8GeypUru6M5hSrq4B1nNW7cWLGxsTp06JCkvENc/vGPf0iSTp8+bcwc9fX1VZcuXVyuz/o9OHtwy9/+9jd16dJFffr0kcViUWpqqiZNmlQiM33dZcGCBcbMUCkvSNu/f3+ny7Oe3ers1xEAgBsFgUUAAIASln9/v2effVbt2rVzqcz8gcmLFy+qfPnyxT6Xf6ZjUewNVhZ1sEr+9z5jxgynZtOVNOt25j/YxRXdunXTpEmTJElr1641Aotff/21zGazpLxTiyMiIlyuKygoyJjZmZmZ6fDzffr00SuvvCIvLy/16NHDOCV75cqV6tSpk+68806X2+huP/74oyZMmGDkb7nlFr322msulWk9SzEoKMilsgAAuN7xKzgAAIASVqVKFZvZZCdOnHC5zNq1a9vk7T299vjx40W+bt3O/AecXE1ubm6RS2WrVKlik3fHey8J1u1MTk62671L0uLFi/XDDz/o999/v+oznTt3lq+vr1HugQMHJOXtr3jFo48+6krTDdZ7TTqzN2BcXJzx/X/hhRcUGRlpvPbqq68a+0GWFQkJCRo+fLgxK7Zq1aqaNWuWy7NyrX+enZlZDADAjYTAIgAAQAkLDg5WgwYNjPy2bdvses5kMmns2LGaNm2aFi9ebBM8rF69uqpXr27kf/rpp2LLs1gs2rlzZ5H3WAdl7AkkFRZQu+KWW26xCVba+94PHz6ssWPH6t1339WqVauMk35LivUp0FdOoS5OYmKi4uLi9Pe//10dO3ZUQkJCgXsqVaqku+66y8ivX79eFy5cML4P4eHhatu2rRvegVSrVi0j/ccff7hUVoUKFTR27Fgjn5ycrLffftulMt3p3LlzGjRokLGHZ0BAgN59912bYKizrL92zhz+AgDAjYTAIgAAQCm4++67jfSGDRtsTiEuzOrVq7V8+XLNnj1bcXFxBQJXHTt2NNIrVqwodpnz5s2blZSUVOQ91rPeMjIyig1QrV27tsjXw8PDbYJ28+fPt2s24Icffqjly5frnXfe0dixYwuc4uxuN910k81y5KVLlxb7jPV7Dw8PV0xMzFXvs56R+H//93/atGmTMcuuS5cu8vPzc7bZNqKjo410/tO4nfHggw/aBD0XLFign3/+2eVyXWUymTR06FCb2bcTJ05UkyZN3FK+9deuXr16bikTAIDrFYFFAACAUvD4448bAaScnBwNHz68yEBgUlKSpkyZYuSrVaume+65x+aeJ554wijzzJkziouLKzQAd+bMGf3rX/8qtp2xsbE2MwytD8XI7+DBg5ozZ06xZT755JNG+vfff9frr79e5P6NGzZs0Jo1a4x8+/bt3bIHYVF8fX3Vq1cvI79y5Ur98MMPhd6fnJxs894fe+yxQg/6aNu2rcLDwyVJBw4c0Pz5843XrE+OdtVtt91mpA8dOmTs4eiKV1991di702Kx6OWXXy5yT83SEBcXp//85z9G/rnnnlOnTp3cUnZKSopSUlKMfPPmzd1SLgAA1ysCiwAAAKWgSpUqGj58uJHfu3evevTooS1bttgE2cxms9asWaPevXvr3LlzxvVRo0YV2DuuWrVqeuGFF4z82rVrNWjQoAKzIbdv365evXopOTm52HZGRETYBKg+/fRTffjhh8rOzjauZWZmauHCherVq5cyMzONPQQL0759e5sZm4sXL9bAgQML7AuZnp6u999/X8OGDTO+JuXLl9fIkSOLbbc79O/f31j6arFYNGTIEM2dO7fAQShbt25V3759jWW4kZGRevrppwst18/PTw899JCR37Vrl6S8U6MbNmzotva3aNHCCApnZmbq4MGDLpcZFRWloUOHGvmjR49q5syZLpfrrI8++kgrVqww8l27dtWwYcPcVv6ePXuMdFhYmBo1auS2sgEAuB5xKjQAAEApefrpp/X7779r2bJlkvIOn3jqqadUqVIl1a1bV9nZ2Tp27FiBw1CeeeYZPfjgg1cts3///jpy5Ihxgu+mTZv0ww8/qEGDBqpYsaKSkpKMgKK/v79CQ0OVmppaZDtHjhypJ554QmazWRaLRW+//bY++ugjRUdHy2Qy6ffffzf2X7zpppt0yy23aMGCBYWW5+XlpTfffFMDBgzQvn37jHZu2rRJtWrVUtWqVZWWlqbjx4/bBPH8/Pw0ZcoUm70DS1JwcLDeeecdDRgwQGfOnFFWVpYmTZqkGTNmKCYmRuXKldOxY8d08uRJ45nAwEBNnz692EM+Hn30Uc2bN8/mWrdu3dza/rCwMDVv3tyYzbdlyxY1btzY5XL79eunL7/8Uvv375ckffLJJ3rggQfcUrYjDh06pKlTpxp5X19f+fj4aOTIkcrMzFROTo5dszSLmmW7efNmI92uXbtCZ6ECAIA8BBYBAABK0YQJExQbG6uZM2caM97OnDmjM2fOFLg3ODhYL774ov72t78VWea4ceNUo0YNvfvuu8rMzJTFYlF8fLzNPWFhYZo8ebLmzJlTbGCxefPmmjp1ql555RWjjRcuXDBm2l1x9913a9KkSfrkk0+Kfd+hoaFasGCBJk6cqGXLlhkBoOPHj1/1pOratWtr4sSJpb4UNTY2VkuWLNGoUaOMA1YyMjK0e/fuAvfWqVNHU6ZMUdOmTYstt2HDhmrUqJFxKrS/v7/NLEZ36dq1qxFY/P777zVw4ECXy/Tx8dG4cePUo0cP5ebmymw2a+zYsVq+fHmxs1XdKS0tzWapf05Ojs3sRXewDiy6c5k6AADXKwKLAAAApeyJJ57Qww8/rFWrVunHH39UfHy8zp49q9zcXIWGhio2NlZ33nmnunbtqooVK9pV5jPPPKNOnTppyZIl+v7775WcnCyz2awaNWro/vvvV58+fVSpUiW79kSU8g6GadGihRYvXqyNGzfq2LFjysjIUGRkpJo2baqHH364wJ6PxQkICNC4ceP01FNPafXq1dq2bZuOHz+utLQ0+fr6KiIiQo0bN9b999+v9u3bF1j6XVpq1KihBQsWaPPmzVq3bp127typ1NRUZWVlqWLFimrcuLE6dOigTp06OdTG+++/3wgstmvXzuagHHd54IEHNHnyZF28eFG7du1ScnKyoqKiXC63adOmevzxx41ZlwcPHtSHH36oZ5991uWyy4qdO3cas3vr1q2rv/zlLx5uEQAAZZ+XpaidswEAAHBd6du3r3bs2CFJGjJkiM3+eShZTz/9tDEjbs6cOWrTpk2J1PPWW2/p448/liQNHz5cgwcPLpF6rjdxcXHGlgLjx49X9+7dPdwiAADKPjYNAQAAAEpYSkqKtm7dKkmqWbOmWrduXWJ19e/fX4GBgZKkRYsWKScnp8Tqul6kpaUZJ5FXq1ZNXbt29XCLAAC4NhBYBAAAAErYokWLjH0le/XqZZzeXBIiIyPVv39/SdLJkyf173//u8Tqul4sWbJEly9fliQ9//zzHluGDwDAtYbAIgAAAFCCNmzYoI8++khS3iE2PXv2LPE6n376aVWuXFmS9N5779l1WvKNKj093TiAqHHjxsxWBADAAQQWAQAAADf6+uuv1blzZ/Xr108dOnTQ4MGDlZ2dLUkaNWqUgoODS7wNwcHBevXVVyVJR44c0apVq0q8zmvV3Llzde7cOfn4+Oj111+XtzcfkQAAsBf/awIAAABuVKNGDcXHx2vbtm06evSocb1nz5567LHHSq0d9913nzH7bvr06UpPTy+1uq8VJ0+eNE5KHzhwoBo3buzhFgEAcG0hsAgAAAC4Ud26ddWsWTOVL19eQUFBatasmSZPnqxx48aVelv+9a9/KTo6WikpKZo5c2ap11/WTZw4URkZGWrRooWGDBni6eYAAHDN8bJYLBZPNwIAAAAAAADAtYUZiwAAAAAAAAAcRmARAAAAAAAAgMMILAIAAAAAAABwGIFFAAAAAAAAAA4jsAgAAAAAAADAYQQWAQAAAAAAADiMwCIAAAAAAAAAhxFYBAAAAAAAAOAwAosAAAAAAAAAHEZgEQAAAAAAAIDDCCwCAAAAAAAAcBiBRQAAAAAAAAAOI7AIAAAAAAAAwGH/D56lGL+hdWCPAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "bintime = 1/4096\n", "deadtime = 2.5e-3\n", "length = 8000\n", "fftlen = 5\n", "r = 2000\n", "\n", "plt.figure()\n", "\n", "plt.title(f'bin time = {bintime} s; dead time = {deadtime} s')\n", "\n", "label = f'{r} ct/s'\n", "\n", "events, events_dt = simulate_events(r, length, deadtime=deadtime)\n", "events_dt = EventList(events_dt, gti=[[0, length]])\n", "# lc = Lightcurve.make_lightcurve(events, 1/4096, tstart=0, tseg=length)\n", "# lc_dt = Lightcurve.make_lightcurve(events_dt, bintime, tstart=0, tseg=length)\n", "# pds = AveragedPowerspectrum(lc_dt, fftlen, norm='leahy')\n", "# lc_dt = Lightcurve.make_lightcurve(events_dt, bintime, tstart=0, tseg=length)\n", "pds = AveragedPowerspectrum.from_events(events_dt, bintime, fftlen, norm='leahy')\n", "plt.plot(pds.freq / 1000, pds.power, label=label, drawstyle='steps-mid')\n", "\n", "zh_f, zh_p = dz.pds_model_zhang(1000, r, deadtime, bintime, limit_k=250)\n", "plt.plot(zh_f / 1000, zh_p, color='r', label='Zhang+95 prediction', zorder=10)\n", "plt.axhline(2, ls='--')\n", "plt.xlabel('Frequency (kHz)')\n", "plt.ylabel('Power (Leahy)')\n", "plt.legend();" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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jpZYtpRNPtP7/6ivTEQVHxRYEBQXSvfeaiyWsyh6ml5ZKt99uNBSEH8lCAEBqioqk/v2ti8A//jAdDdwUtJs8INs5eczedJO0YYNz5aGqICTSk8UYxt+I3r2ltWut1+vXS48+ajaeIEu3D+ogHBdOyeQYWr7c2/Uh65AsBACk5pJLrH4F+/SRDjmEhGGQZdMFOVJTUmLdJO+1l9ShQ2bHeRhuTsLwGdLRpo00Y4bZGCIR6ZdfrMRDtn4PQRa035nPP4+d/u47I2EgRDhvIaBIFgIA7Fu6NLZT6S1bpJ49zcWDWFyQJkczZPs+/lh64AFp7lwrSVN5IAy38b34w5w50rPPmo3h8sul9u2tpPU55wRz30gUs18/S8W4/BpjGSebTKOq5culL7+U/vzTdCRwgp+PA7+fa7IQyUIAgH3xOhyvPEIdgiPbLsxIFlaV6Mbhiitip6dM4WYxWz33nLl1T5smvflm+fTIkYwCGhTPP2/1q4bgmjxZatVKOukkq//GYcNMR4Sw8HPSElEkCwEACAsuvpJj+1SVKFm6bp299+xIZ7tn83eV7Qnsinr3rvre/fd7H0emgrw/pxv7zTdbtZMRXP37Wy1KJKmwUOre3Wg4rvDi2Azy8Y+sRrIQAOA/3Cz7g8nvgYtrAGEX9vNcvGQvgmPQoNhpapcHn1+ur/0SB5IiWQgAALJX0C9Yd9hB6tXLGpDED37+2erfqrDQdCTOCvp+Avf8/bd0yinSnntaI0hv2mR/Wb8mCyvG5fd9P934/P65shnfjbf8ch7ySxyIIlkIAACyQxj7LFy+XOrRQ/rmG/fXVd2F/J13SocdZvVv1aGDtGFD+usK+veC7HHrrdYIuvPmSS+8YPXVZ1c27OdB+owkK+AGvx8Dfo8PxpAsBAAA2SHMN4JXX53eck7dJCxfLv3f/5VPjx8vvf++M2VnG27ckvPb9qm8n99zj5k4ypSUWANRvPqqtH595uW5cd50sswwn9fhPr+dT9zG8YIUkCwEAADxZcNFdFg+46JFzpU1bVrqy4wYUfW9a6+1/ufmBOkK+77jxufr1Em66CLpmmukgw7KrIZvmDz9tLRwoekogFhhuQZBKJEsBADY59WNW9hvEGFGGJshO624WDr2WNNRAOHi5Xnmww/LX8+eLb3xRmblJYs93d9qE+fdadOkNm2kv/7yft3IzNy5piMAshLJQgAAYFa8wTncuJn0WxLa6Xjq1ZOeeCKzbff++9KyZc7FJIUjIRuUzxCUOOGdhx92r2w7+5ufzrurV0t9+5qOAql69VXTEYQHvxFIAclCAACylV9u4m6+2XQEzlixwqoBUVpqZv0bNkhdu0pTp6ZfxqxZzsWDWKWl3Kg5IUzb0C/n4GSCEGMqXnzRdASoTtj2uTCds9zEdvIdkoUAECbffSc99pj0xRemI8kMFwzZ5cUXreavFXl1s+DUvjZ4sLTbbtJee0mnnOLMwALpuusu+/NyrNmT6f545ZVSXp60887S118nn5fvJHwS7T981/4yerTpCAB3xTsXmXjAGbaEcEiRLAQAk5zseHzoUKljR+n++6WTT5YGDnSubASD0xdfXt7IFhW5vw63+iwsKrISdFu2WNNffil98EHm5aZr/nx3yk13/+KmQHr9dev/pUulG25w79jKhm2dDZ/RT/ye0GR/QJD54fgaOtQfccB3SBYCgElDhjhX1k03xf7YX3+9c2UDYeBWsnDsWGnlytj3rrgi83K9wI229/76S5oxw3QUQPr8dN4gyWFGYaE0Zow0fbrpSPzPL8fLO+9IX30V/29jx3obCwKBZCEAmNSnj3NlrV7tXFmJ+OWCB/CTyk2okTm/JQCcjqew0NnyEExB/U1N5Xjw27GMzK1ZIx15pPWvRQupd29318c+lLkVK6RLLkn898ce8y4Wie80IEgWAgDs48c9XPz0ffopllT5LXZu5INpxgzp7belp55Kv4xs+D6z4TM6KZ2E5KOPlo9S70ZCM6hJUljef1/69VfrdSRi7S+bNnkfx7HHSjNner/eIHryyfJj2q84L/hOvukAAAAAPOFWM+QwSXaxng0X8suWmVnvF19IZ59d3u9lUJWWSu++K61aJZ13XublZcM+50f9+1uJmDPP5ByJqq6+OnZ648bEzVvd9N130rnnSlOnJp7HD/tvshi8Ose51ZcxQo2ahQAAID4vL7K9uGB2K1mYrIy1a6W//zYz2mA6kn2WdP+WzndrIkk0bZrUunXivxcWSg89JF1wgfTyy5ntO5U/X/fuwU8UStaozxdeKN14Y/JtmW38kLBI1eWXJ/4bSVxUZmqf+OMP69wdVEE8NyBrkCwEAPgPF0/pYbsl53XNwg8+kJo2lXbdVTrhBG/6FfWjoOyX/ftboxUncuedUs+e0vDh0nXXSYMGObfusiZ9mRowwNz2/vtv6Y03yqeXLDETR5B4kWBJd39Yt076/vv4fbJmuo85uY+SuAy/6r7jCy6w9lcnjR5ddeAyIMuQLAQAk7jIBcLrjjvKb2C++cbqj84LbiWLvGyibCLhNXBg8r8/91zs9DXXpL8utz7fs89K/fq5U3Z1fvzRm/UEJfnsF6tXS7//bjUNT9Uxx0jjxyf+u53jnuscJJLoNzHVY/yPP6Qbbsg8noqOPlpq1UqaNMnZcv3q00+r/w1E1iFZCADwH24uvOGn7Vz55iAMnerPmxc7ffPN3q7fDhIv9gRpO91zj+kI4CebN0tt20r77y+NG+ds2UE6LuAvc+cmH523Ijv72dChmcUTz5Il0jPPpL7c339LV10lderk3UMUJ3TubK7fXin2e16yxNqOMIpkIQDAPj8ll+AvK1Y4W55XN6Fu91kIxBPGc6lXx0EQt50fYl62THriCWfK8sPngb+kuk907+5OHE575ZXU5o9ErBq5gwdbo0YffbQ0e3by+f2itFTq29ebdSXbX+67T9plF6sLl1tu8dc2yjIkCwEACAtTTUEXLw7GYAbZcoPrt8/pt3gAt336qXXT/csvyefz+th4/31nyknl5t3tG/10yw9SAuKvv6RZs0xHkbkhQ6QddpC23156803T0bjj229jk4NlI8QHhcmahZI1anPv3uXTzz2XfLRruCrfqxU9/fTTev7559WkSRN98803rqxjyZIlGjp0qH788UfNnz9fW7ZsUePGjbXXXnvp1FNP1amnnqptttnGVlmvvPKKnkjx6VteXp6mBXk0JgAA0vHcc5kPZkBCyR+87JfQS3//bfXd1ry5lO/Z5W92CVLyxW2nnWb9n58vffRR4vmydZsF+VzitdtuK28Ke9VV0quvmt1+996b3nLLllnxl5ZWP2+Q94/p001HEGwVE4VlunWTRo70PhZ4U7Nw8uTJGuhyh5lDhw7VKaecogEDBmjq1Klav369ioqKtHjxYv3444+67777dPbZZ2uSzU5KSfoBAGDTY49lXkY23jS7dUOUybYM4/fw8svSnntandUffXR6o1IH+eY1bIK0jxYXS3fdZTqKcAvzsTl7dmyfea+9Zg1WY1KfPukt98QT9hKFcEdQjpN4/RRu2uR9HJDkQc3ChQsX6qabblJRUZFr63jttdfUu0IWOicnR/vuu68aNGigefPmadnW6rTz5s3TlVdeqTfffFMtWrRIWuaMGTOir1u3bq369etXG0deXl6anwAAALjOrSRDkJIX2aa42KoJU3YdOnas1STsuuvK51mwoPqEDt9x9dzYRkG5wU0mjBUQwvC9BEG8/uO6dpW+/NL7WDLFYBXuKCkxHYGzPv7YzHrHj5eGDZOaNLEGo6MFgiSXk4WzZs3Stddeq+XLl7u2jt9//z2mufChhx6qxx57TE2bNpUkRSIRjRo1Sg8++KBWr16tzZs366abbtLnn3+esElyQUGB5s6dG53u37+/mjRp4tpnAABUwo05vMJNb7iNH1918J3rry9PFkYi0skn03QM7grbb5qTn+eff6yR4/fdV2rUyP5yX3whnXSSc3H4UXFx1feoZZUar4+9VH9LEsW3ZYu95e0mtfx2DvJTPL/+Kh1xRPlDxfHjpddfNxuTT7jWDHnkyJG64IILtHTpUrdWIUnq3bu3SrZm1Fu0aKGXX345miiUrFqGJ554ol577TVtu+22kqR//vlHgwcPTljmzJkzo2XWr1+fRCEAlCGxkr733rP6Hho0yF8XSckEJU7Tsm07vfuu9OCD0tdfm46ketU1e/vtNxKFgCnffivtv790+OFSixbWTbpd110X/nNvjRpV33OxtV7gFRRIAwZI/fun192EE154wZlyglh7NFM//WRmvRVbH0jWQDzr15uJxWccTxYuXbpUXbt2VZcuXbR582ani48xadIk/V6h34bu3burdu3acedt3ry5br755uj04MGDownByio2QW7WrJkzwQIAstegQdJ551l9D119dfp9/jgt7Dda2crN7/XJJ6Xzz5ceflg6/vjyUR6Dui8tWGA6AvfNnCmdfrp01FHJB9sIiqDua/Fk6wO4su+wTx9pzRrr9dKlVpLHroULrVqJYRav1li82oawHHusdOON0h13SG3bShs3eh+DU/0yXn65M+WEgdvnyXgPPk2PCu0TjiYLX3jhBZ188sn64IMPou/ttdde6ty5s5Orifr000+jr/fee2+1bds26fznnXee8reedFetWqVffvkl7nzTKzxhbt68uQORAkACQbtRCNNNmpeuvjp2+r77zMQRJEE7NoKq8jFd3WjI99wT+16FB7GOCvu5xu39+5hjpMmTrRvX446TPvlE+uEH6cwzqUmJzJXtv3b242TzVK499cYbqcXxzTepzR80QapZ6MY5bflyae1a+/NXrJk2f750993SZ585H5eTEm23wkJv4yjDtRcqcDRZ+Morr2hThX4Uzj//fA0fPly77767k6uJ+qnCCeGII46odv7ttttOLVu2jE5/++23ceermCykZiEAAD5SVCRt2BD79L64WHrpJal372DVFLObEFu1SurRw91Y0lX29D2oNxh24w5a8vL7763+3D75pOrAAl27urNOr7ZRUPe1eML0WUwYNSrc2zBIyUInFRVJV14p7bCDtOOO0sCB6ZUzYIBVqzqZoJ3bAQ+5MsBJy5Yt1bVrV7Vr186N4iVJRUVFmjNnTnS6utGNyzRr1izadHnKlClV/h6JRDRz5szoNDULAbhq3TrTESBMUr1pqm5+P15EN2smzZ1rdUb9zjvSLrtIF14ojRhh/f2JJ6RJk6QK/RdHBXU05EMOsT6zXWG+eYZ9//wj/e9/Vd9P8LAcKfrkE6lVK3vzJjom/XiOtaMsbjvxu/0Zg7oN7QjTuTyVz/L11+UDTBQUhLtJaJj3XwSeo8nCdu3aqVOnTjruuOOU4/LJbdGiRSqq8GTFbu3FXXfdNfp6QZzaB/Pnz4/WjszLy9M+++yj0aNH66OPPtLEiRO1bNky1ahRQzvuuKPat2+vc845R61bt87w0wDIWqtWmY4A8IdDDpFee02q7kFjWdJszBirD8jOncsThZLV/9VTT9nv+8rkzZjddaeSKJQyu/lw48YlTDe8QbNwoXfryrab3tNPl+rXNx1FMHFO8FZpqbR4sVS3rtSggeloqvf006YjCB+/HXN+iwdxOZosfP75550sLqnly5fHTDdu3NjWchXnW7lypUpLS5WbW94au2IT5Dp16ujyyy+vUgOxoKBAGzZs0F9//aW33npLZ5xxhnr16qU6deqk81EAAJVlw03npk0Svxvlpk+Xzj5bWrRIys21tw/06WMlGSt7+mn7yUIn9rUg769Bjt0J3LAEj5/22UxbB6Sz/z3+eGbrdIJfjhu/xOGlVPf/tWutQalGjbKShWUDrjktqN9FUOOGu9gvJLnUDNkLayt1dlrf5pO9evXqRV9HIhGtW7dODSo8Yak4EvL69eujicJ//etfatq0qWrUqKEFCxZoWYXq0B999JFmz56tIUOGxJRvQnEIRsiqPEp1olGrARPcOGk6ddzGi83xc0JJiePriVde2M4D8T5jZJ99VPL221ZzWofkRiIpdUZcUlKiyNbvLuH3auO7dey4WLJEJZ9+qsjJJ0vFxbbKLSkpUV6c9+Ptk/G2TyQSUUmGx0lOghjiqRhXKsulIiLF/Ux2vuOc0tKEMZXMnp1wW8f7LNE4bH6XMWUWFaV+Hli7VjlDhkg1aypy5ZVSrVoJ1132Pdj9DhLtZ+mqvN3duiCPRCKqfMtTcf+wu14753i72zKV34tUj1m3fgcz/X5KiovjbpvIjBlVvh8pSczTpyu/W7eMYqlcdjqfrbS0VKXFxbZ+c+Ltg2XLJ/u+7MRVWlKiHCnuNkymuLhYuaWltn8vTd1fxYsx0fk9kZy33lLeqFHWxIYNitxxh0rOPNN6KFeNVPaN6n6LU9neXoh+pzZ+n1L5/lM9nkoTbJeIUt+vEym2eaxK1jkp02siO1LZH0ojEVfvCzK5/g27wCYLCwoKYqZr165ta7kalTqKrVzO9EojxO2xxx7q1q2bjjrqKOXllZ8CJ0yYoD59+mjSpEnR5e68804NTLcDVgeUlpZG4wmTqVOnmg4BiDrYhTKdOm7jxeb0OWHb2bMVryfXTNYTL+4//vjDutHfKujngXifMWfJEm2+6y7NevFFx9az77p1SqVR3OzZs7Vh6wOzeDFOnjJFERu/r04eFwvGj9eqnXdWrYUL1bL62TVv3jztHef9ePvkbitWaIdK723evFnTMzxO6s+Zo31tzlsxroYLFmjPjNYcX0FBgf6I85nifU8zZsxQwcaN0emdlixRkwTl5p17btz3J02apO0XLVLlDmEikYgmTZqkmosWyWbPblHTpk1T0cqVMe8lOw/kbNmiFhdeqFpbB/PY8OKLmvnKK9Wes7abP1/72Ign8t//2g3dlpmzZmlLhUF63PhtkaSCLVtU+QiueL1od712zvEN58+3tT+n8nux++rV2r7Sexs2btSsBGW49TuY6fczd+7cuPtZTsWBmipIFPPed96pBhnGUrnsdD7byhUrtGDSJO27YUO1vzkbN21S3crLr1ypBZMmJf2+7MS1avVq1S0oqLKPV2fSpElx961EVlx7rTa2aKE1HTumuKbMNFm2TDtVem9LQYGmpbBPH3zTTTHTOYsWaeb772vLPtWf+VLZN3LPOivu+2Xf556rV6thCuW5rSyuvPXrdaDNee1I9XhatnRple9YkiKlpY4lCydNmmR7++f8/LMm/f676zXrmq5aJXvtQqUNGzboz0q//07eF8T7zqZPn67C9esdW0dQ+SnBn5LKGf5cG09HJCk/PzY/WjkrPW/evOjrtm3basSIETr22GNjEoWSdNBBB+mNN97QkUceGX1v9OjR+vrrr23FAQBAvfHjja6/WefOqvvbbwn/npOguVONf/7Rrv/3f2ryzDPKW7PGpehc4Kfmiy5K9L3ZWziYTW8affZZNFEoSXUnT1bdiROrXc7utspnMCr4QI0VK0yH4C8ena92GjxYe3fposbDh3uyPrclSlJnVGaW/L5mgzoVWloiuwW2ZmHl5GCpzZNe5SRj5ZqGX3zxhZYtW6ZFixZpzz331LbbbpuwrJo1a6pv3746/vjjtXHrU/nXX39dxx13nK1YAAAwba9u3TT5889tz5+7caMOuPRS5W/tDuRfX33laDw5paVqPGyYthszxtFyE4kENDnmlLB8/sbvvFPlvQbffqvVJ5xgIJrwyd20SY3ffVc5RUVa0amTiv/1r6ozeZUsCGBSIi9sNVQCft5oPGyYtv/445SXa/r441p+/vkuRGRfYJNyAd9n3FL/p59Mh1BFvt8GX2TfMSawycJtttkmZrqgoEA1a9asdrnCwsKY6VoVmrlJUk5OjnbccUftuOOOtuJo2LChTj/9dA0bNkySNH78eG3evLlKfF7Izc1Vq1apNvTxn5KSkpiqxS1btqxSsxMIkzZt2gSn7M2bPVlPixYtNHX27Oh0mM8DTm673DT6za2xZo0OrFAjq6JWrVpJlR6a5Tz1lPIq9BtcK8Gy6dr9ueeUU6n5aTJ77LFH3Pfjbdfc7as2OquzzTYZfwc5KWyDiuvK+eOPjNabSM1atWx/pv2bNZMqNEfL2XnnlNfXpk0b5YwbV+X9nJwcK4409ssD9t9fJbvsYvt6IC9Oc/nGjRurUYKmdmXbJ6dCixIvNdtvP8mDa7ZacbZLbm5uyvv8gTffrJyt/XjvMnKkSqZNq3pumDzZVlmprDs3TlKy7rbbplSGm7+xdu350EMpzZ8o5jwH7i+c2B6NGjXSv9q0UW7dyg2Mq9o2zkBejRo21L8SxJFKfA0bNlSOza6oKmrat2/Ky5TxbH/a2s9cZbVq1844hv3220/y6HOUxRrvWDYpug1ttI5w8zuv8+efcd/Psdlq0o42bdooN4VRsPd56CGVfPWV1Lq1YzFUlsr+ULduXbVs2dLT/MD+Bxwg7elGRzHemTJliu0KdYkENlm43XbbxUxv2LDB1uAiGzZsiL7Oz893ZECSgw46KJosLCoq0uLFi7X33vF6UHJf5WbWYZCXlxfKzwWUcXP/drzsBOU5vZ7KFwBhPg84+rnSfPqaV2nQsDL5+flVv/P33ktrHXalkiiUqu4rZeJu1zgX3zk5OZl/BylcsMasy6V9OqfyeqqLp+K8aexD+fn5cbdBdNum8TnjlZn0PBAn7tzcXOVWd8769deUY3NCutslVfFqIaWyf0SX2ZoolKScxYuV//rr0q23xs5k8zhIad3xjtnc3PIyIhFp2DBp9mzp5JMzX59PpLKfO1Z2CnJzcqxjy0Y8Oekem3bicDChYpcn+9M//0idOklxap2lc/xW5tX5J7ouyXe1w6Jx2dgOJs4hTm6tfJvHanTdq1crv0MHaeFCqXE1PQuuXCm99Zb1UPCyy+zvVykcu7k5Oc7fF3zxhfTLL1L79nH/7OUx4meB3QKVa/6tWLFCO9t4Gr58+fLo64YNG8b9AUvV9pVqKlQeqRkAQsPUxd4//0j9+kklJdLdd0tNm5qJA/4T1CZZ2SAI383jj5tZr1fn0njfgRPrfu21qslCE7p3lx591Hrds6fZWIJizhzpxhulxYulK6/MrCw7+9LPP6e3nF1BOM+kauDAuIlCSeH8vKhqyxZny0v1mCsokPr2lZ54IvE8q1ZZNVTLWle8+66URvN+z736qnTNNaajCITADnCyyy67xPQ3uHDhQlvLLVq0KPo6UdOlVFUeUTlZP4cAABsqXgwXFyvvsMOk/v2lZ56R2raVKozeigqcTkAE+aZk/HipQwepZUtp8GB3P0uQt5NTfFZrJBA2bnT+htArTu7zhYVWDY+//kp92bJEoSRV6pccCVx4ofTll9LUqdI996RXRqbH+4svWjWSMhXWc++DD7pbfli3G5z12WfJ//7SS+WJQkn65BNp+nR3Y3LCDTdUPw/HiKQAJwtr1Khh9bew1XSbO2bF+fbff/+Yv/3yyy967LHHdNddd+n666+33ca7YqIyJydHO+0UbwB0AEA6Gn7xRWyfcKtWWTcacN/mzdKUKdLSpaYjSSzRTetpp1k1M/74Q7rqKun337n4s8ONpB+JxKpuvVWqW1dq2NCq5RAG6RxfK1daSf327aVmzaRnn3VnPSj322/OlZXJd3HJJc7EwPkFmeB8klh126biw5oydge9M3nc8mDJtsAmCyWpfYU25mPHjq12/jVr1mjatGnR6cMOOyzm74sWLdLgwYP18ccf6/vvv4/pRDOZH374Ifp63333rdKfIgCEhoGLqvq//FL1zY8+yqzQ5culLl2k22+XDA1wEAg77GB1cL3TTtLIkdZ7Qbkxq5zgvOOO+PM58XmCfLPh19j9GpdTvvvO+n/zZumWW4yGkpaJE63+qbp3z6x25DvvWLWAJaubiR49pKKi8r8H5XyTbZw4Pr/8MvMy2D8AuIFzi6SAJwtPPPHE6OupU6dWm9x75513VLw1k7zddtupQ4cOMX8/9NBDY/owHD58eLUxTJ06VWPGjIlOn3HGGbZiBwAkMXGi6v/4o/LWr3e+7JISqxZL377S009bzZrXrXN+PSbY7JIjLWef7V7ZXojXbxbcVVhoOoJgSDDKvO+9+ab0yCPStdda06kkkDZtku68U7rpptj3V61ytuYbgueCC6T58+3Nyw19cPBdBU86DwWGDbP6O0QoBDpZ2LZtW7Vo0SI6fe+998aMdlzR9OnT9cILL0SnL7jgAtWuXTtmnt122y2mtuF7772ncePGJVz/8uXLdddddymy9UBq2LChLrroorQ+CwCgXP7RR2vf22/X/pdcoppLljhb+AcfSHPnlk+vWSM9/7yz6zBlxgzTEWSXt96SzjhDuvlm05HECnutvHiy8TPb4cV2efPN1Jt13Xqr9H//5048cJ+biZ/hw6UKFULgAhOJO87R2WHMGOmII5xt6kui2RjfJgs7duyoZs2aqVmzZurYsWPC+bp27RqtDThr1ixdfvnlmlHhZikSiejLL7/UVVddpU2bNkmSGjdurBsSdGzZrVu36DDcJSUl6ty5s958800VVng6Xlpaqq+//loXXnih5lVovtazZ0/Vr18/7c8MAIhVa8kS1ZswwdlCv/mm6nvvvefsOoLG7oXYOeeEr4Zeujcwn3wiXXqpNfKfmzU6Aae5cdNeUpJauZn000jSIfxmzTIdAYB0jR9vXSMh8PJNB5Cp9u3b64477tBTTz0lSZo2bZrOOuss7bPPPmrYsKHmz5+vpRX6Lapdu7b69++vevXqxS2vefPm6t27t7p27arS0lJt3rxZvXr1Ur9+/dSsWTPl5uZq7ty5WllpBK8HH3wwplk0AIQST/fCye7N9wcfuBpGoNgZTS8IwpJ44dwUn1fbJSz7EeB3ThxrHK/ZJ53fgkz2kyeflM46K/3l4QuBTxZK0g033KBtt91W/fr1i9YenD17dpX5dtppJz355JM65JBDkpZ35plnavvtt1e3bt2iicaNGzdqQpzaLTvuuKO6d++uE044wYFPAiArPf+8dPDBVj96AFKT6U1PusmUiiN0w3lO3cySRAye6r6zbP5Os/mzA/CXMCedOddKCkmyUJIuu+wyHX/88XrnnXf0/fffa9GiRdqwYYPq1q2r/fbbT8cff7zOPfdc1a1b11Z5HTp00FdffaWPP/5Y3377raZOnapVq1YpJydHjRo10r777qvjjz9ep5xyirbddluXPx2AULv5Zik3V3r7batjbwDIRCoX8E5dEJu+aUi0/kTvb95s9VcadvE+f7bdBF1xhdSypXTXXVJenuloAPhJtpwPvf6NNn1NEE8kIr37rukoAsWTZGGnTp3UqVOnlJb5Jl6fUtXYaaeddNttt+m2225Ledl4atasmVbsAJCy0lLpjjtIFtpVWmo6gnAJ8sWyU7HPnSt99pm0++7Saac5U2Y2WbTIdARVJds3DjhAqtDvNDLkxxvDMkOGWP8vW2Y1jQsyP29nIJkgX2fAeSbOZTfcIA0c6P16A8y3A5wAQNZZvNh0BMExerTpCMIlW25Ax46N//6UKdKBB1q1fE8/Xbr/fk/DcpyJm7JHH/V+ndVJtl9nS6LQy2Pbq6bjZetJdX39+qUXDxIjAeQ9J46zBQukI4+U8vOt/xmkC/FUt68lO/4TLbt2rVWz32urVpEoTAPJQgAAEH5btkgTJ8b/26OPSuvWlU8/9phUVORNXKZ5kUzyIqFA0sIsJ/ejimXxvSIZ9o/0PPywNGaMNYr5mDHSI4+YjghhV1BgdQnRoIG0447SO++4s57PPpP695cmT459/48/3FlfyJEsBADYx4U5wmjYsKrvZUN/dn6WavIpW2rHpsrLczbfARAMv/0WO/3SS2bigL85eU7/9NPyLiHWr499QJtiTPV+/VU5H3wgbR3YNqpvX+nUU61unQ49VPr++/Tj5X5HEslCAAi3wkLTESAIsvmiyORnd2vdJG0sOTnZvW9L8feF9eudX4+T29luWdm4n/ttf87G7wDhwj6c2OzZUq9e0oABUnFx1b+nsu0uvjj9OCqc95r26aP9brxReeefLx1ySOyD3S5dyl8XFkr33pv+OiGJZCEAhNthh9EXjR1btpiOwKwgXyx7HXtRkbR6tbfrRPqCvG+7KZMaF/FEIt5ta75TVOS3BKofjB5t9b1bVpPLpDPPlG67zZ2HFLAvneOkpETq0UO68UbpkksyW39BQWbLS8pfsUKN33uv/I3p06W33068wE8/pb8yfmckkSwEgHCbOFF6/nnTUbgvEpFefVW66CLrKWiy/ubiXTBNnepebAiPWbOktm2lhg1NR+IcJy6I/To403PPMXJ6IrfdZjoC/1u/XrrmGqlNG9ORIBEShVV9+ql0zDFW37tXXGE6Gumjj6RnnrH+D5uNG63ad9mQCB0+XPrnH6MhbPfjj1XfvOUW6/8+fZIvTPIvLSQLASDsqvsBDYPXXrNu6oYNs56C3nln6mVky4AW8XDDZc9jj9FJdjwDBpiOIP4+XFgoPfCA97H4SaKuKCp3/p4pL2/EvDpf3X+/9RDK6W0FuOm//yUx4oWpU6VWraR995X2379qP5B+4tT+MH269+u0o6DAOl/DcSQLAQD2+fUC9OqrY6effTbxvIk+Q7z+WOB/XiY6Bw/2bl2Z8Po4ffhh58t0aoCT777LOJRAW7TIdARVVVfb0y99Fj7zjLvlp8Ovv8EmzZxpOgJvVbcPzJ7tTRzZrm9fae5c6/Xff1sPE/3qjDOsJsVhNXWq860IHGg2HQYkCwEAACqjtiXgjpEjTUeAsFi+3HQE4XHaadLuu1utNDZsMB2N/73+euz0+++bicOOTz6RxoxxvtwwXycNGmQ6Al8gWQgAsC/MFwYAgPSkMsBJz56Zrytb8Rsci8Szcz79VFqwwGp6/3//ZzoaOM2JWuaVB0xMdi4uG1xk+XLp9NMzX7fXHn/cdAS+QLIQQLAVFkpvvim98QZVxpGZbL4BRVVB3h8ySSiQjIDbJk2yP2+y/THIx2g6Fi6Ufv3VdBSxOF94z4v9/sEH3V8HgufKK1M7fy9aZPWb/skn7sUUiXAechHJQgDBVVpqjfh22WXS5ZdLRxwR7j45/K6kRHriCemss6w+zOgDEDAjk5tJN25E3b6QX7VKmjLF3XWgetmWvPPS6NFS06amowCQ7Xr3tj9vnz7SU0+5F4sdd90l3Xhj9vVt6hCShQCC69tvy6u5S9L48e4+vUJyfftKXbtKH35oPZXu0cN0RKlxOqERiVhNeXbe2dlyEYsERWZWry5/PWKEf0YUTOV7vfhi9+IATOjfX9pzT+ngg6VffpGOPtp0RPALalHBpGHD7M+7caMz60y2z1d3PDz1lDRggHT99c7EkmVIFgIIrpdfrvrec895Hwcs994bO+3nkeG88Msv0p13Sv/8k3y+qVOlNWs8CQlZqKhI2rQpcfLt8MOtWsEDB0rnnuttbE5YvVr68kvTUcDJpH11N39l63LzQcG777pXth133CHNmydNmCC1b282FiDMSL4CCZEsBADADbfcYm++Vq2kAw6Qfvst9XVs3iy9/bb0wQdWs3ykLtGNQhhuIEaNkpo0kbbdVjrvvMTzffSRu0/d3UzqrFvnXtlITVhq+fbpI51/vukogiEs33mQsM0RFOyrgZdvOgAAQICEIYGS6DM4fVEzdar9eZcssfp7fOcd+8ts3iwdeqj0xx/W9NlnpxReaPTpYzoC/ykbmfbmm62RCCWriXEiX3zhTVwIr2HDpD//9GZdZefwGTPcKb9yLXkA4UVCK9j4/lxFshAAAKctWiRt2ZLaMsOHx3+/pMTq+/CPP6QTTpAuucR6f8SI8kShZNUuzEbjx5uOwJ969/YueVOddB4ybL0ByNmyRbv166eGn32m3KZNrZHvDz3U4QCRseuuc66snByra4Zkzed/+EHq2NG5dQLITitXmo4gvJyuYBDmliA+RbIQAADJ2YuNu+5yrqyuXaV+/azXr71mjTJ9xRXODiDDhZYZbm33BQv8M1BJhhqOGqXG779vTcyaZTWXnjixfIYbbjATGNzz5pvSSy9ZycJ4IhGpe3frXJiJ4mLp0Ueljz+W9ttP+t//pEaNMisTcBs1qZx10UWmIwgvp/dV9n3P0WchgHAJ8w/J7NlWk8vBg+mfzu9SaU5cnbJEYZn//Mf6P9fBn/DK68gmv/5qOgIksUfPnrFv/P671WxfktaupQl1GPXvnzhRWOb77zNfz8svSw89ZPUX+9ZbJJ4RHFu2SFOmVD+AWib8UjPdTatX0zoh6HjY7SpqFgIIrmz6gZg+XWrXTtqwwZr+4Yf4o0GjeokSykFJNJclilevdq7MKVOcKwvBE5R9v0xhofX/vHlGw0DA3Xhj7PR775mJA0jFvHnW9eCUKdbgVa+/LnXq5Px6OnRwvky/YYCs9HTpIi1eLG3caDoSuIyahQAQBI8+Wp4olKRXXrH6dEJ2GjpUWrHCdBSAGZGI1Y/ngQeajgQAvBWJlD/g27hReuABd9bDNQYS6dvX6i7CD4L2sDNgSBYCQBDE+1GeO9f7OOCupUulIUOkb75JPt8993gTD+CEDAY4iWv8eOnOO9OPB4AzsqmFh19Nn576gGpAkJSdZxjgxHM0QwYAQCq/2Cgutpr61qyZXjmzZ6cfQ+vW0rJl1uvu3aVeveLPt2hR+usAKps82XQEqfnvf01HAJOoSQLEIlmCbMZvgmuoWQggXPjBQCaGDZMaNpRq1bISEumMttm7d/rrL0sUStLDD1NbAN746Sd3y3f6vPz3386Wh2Dhdx5+8P330sUXS7feKq1aZToaIPw493uOmoUAgosnqZCkkhJnytmyRbruOmn9emv6f/+TzjxTOu641Mp59VVn4pGk+fOdKwsAwmDcONMRINtNmiR17Fg+4Nivv7JfAibk5HA/6CJqFgIAgq1//9TmT3RRMWJEeaKwzDXXpBUSQoCLTwBILltr+tx7b3miUJJ+/lmaNs1cPADgApKFAILL64tUp2qwJbN5s9Szp9S5szRmjLNlb9woTZggLV7sbLmm3X23M+VUHG26jOnmjtl6I4Zweeut1Jdh3wfgV599VvW9Fi2kBQu8jwXwq8GD3V8H1wquIlkIIFzcrA30ww/ulV3mooukhx6SXnxROvpoq2mLE+bOlQ4+2Pq3777S++87U26ZtWudLQ9AOPz8s3TffaajAAD33XuvmfWSMEE2YDRkz5EsBBAubl4wbdzoXtllPvyw/HVJidSlizPlDhwozZxpvd60SerRI71yEv0gH3hg4mUiEasfv+OOk668UlqxIr11uy3evpPqBYjTn+2335wtD/Zx8+UMRi4GkC3SqUUNIDNcr7mGAU4ABFc2PEn67rvEf0vl81ceoXfKlLTCSWjevMR/++ST2L7/Fi2Svv7a2fV7rbhY+uILqUYN6YQTyr+La691dj2XX+5sefAXL7o2MO3nn01HAADhlg3Xw24gyRQMZfs335fnSBYCgF1+uxgLwo9mkyZV+0j85htp5UqpUSMzMSVid3sWF0vHHiv9+KM1fc45Vr+JkyZJI0e6Fx/Cp2wfAkw46CDTESCo/HY9BCA7MRqyq0gWAgDck2gwlXXr/JcsjCfeBcioUbFJnvffd74PSJjnxcXngAHuryOogvAwJOgmTjQdgRmbNiXuW+7tt72NJag4PgH4AeciV9FnIQAguyS6sLB7wfHQQ46FAgDw2H33Sf/7X/y/3Xmnt7EEHTV6EGTsv8HCACeeo2YhgHCxm/BZtkz66COpXj3p3HOlvDx34wIAAOY9/XTiv/3zj3dxAN9/L911l9W9ydFHS3vtJR11lOmogGChdqFrSBYCCK50nyQtWyYdeqi0YIE1ff750jvvuLc+AACAsOB6KHMbNkgnnyxt2WJNT5pk/V+jRuplkSwB4AKaIQPIPh9+WJ4olKThw6UJE8zFk82GDPF+ndzkAACQPpJTmXvxxfJEYUVFRd7HAgQZ1/WuIVkIIPu8+WbV9z75xPs4IN1wg+kIynHzg4q4+DSL4xHwtw0bpK+/Nh1FcP35p+kIstvcudk7yBNgE82QAWSf2bNNR+CMICczyhIBmzebjaOieMmJIG9jZIZkFQAk9p//mI4g2Jy8vuBaJXX77COVlpqOAvA1ahYCgGQvMcDFWLjZTQ6xHwAAsllxsfTuu6ajCDauJcwiURgcHCvGkCwEEC6JEj7PPCNtv720667SokX2yioulgoK/FvDKBKRCgule++V/v3v9JY3JSg//PHi9Ov+gGB4/XXTEQBAZgoKTEfgX8XF9uYLynUQgKxFshBA+E2fLt12m7RypfT33/HnqZwA+vFHaYcdpNq1rSTjihXSSy+5H2uqeveW+vSx4oV7ioqkv/6y9iEgEzTdA4DweuGF8tc//ii9+mr87m9IFgLwOfosBBAu8S6+unZNvZwrrpBWr7Zer1olNW6cWVxueeghb9cX5ovbRDUGV6yQzjhDGjdOqlvX6tQdSBdNn+yhBi/gX2G+FsjUbbdJF1wgNW1qtf6QpG23lb76SjrssPL5nNyGnC+9s3mz9M47pqNAmUiE85GLqFkIIPz++iu1+TdssEZJ84vHHnOnXC4u7RkyxEoUSiQKs8mYMVZt4j/+cL7skhLnywQAr3Bzntwhh5QnCiVp40apZ0/rdSRiv6ky/KWwUGrXTrrqKtORAJ4gWQgAlfntRv7++01HkN0ef9x0BDDhrLOkG26wbvq++cbZsq+5xtnyAMBLPGxMLl7f2J9/Lm3aJF1+uVSjhvTss97HhcyMGCFNnWo6ClTEgwtXkSwEEC7pXsBy4estE9t7wwbpnnuk556L//dEMS1d6l5M8L8tW5xP2A8eLP3+u7NlAgD8bfhw6c03nS+XhIk3+vUzHQEq4/7NVfRZCCC4sv3iyO3P/9ln0rx50kknSXvt5e66vHDRRdInnyT+e7wLji1b3IsHwVHWDN1Jbds6X2aYzJkjNWxoOgqETYsWpiMIhylTTEcQTDRfBRAgJAsBQMrOJ1PJPnOPHlKvXtbrevWk0aOlAw/0JCxXrFyZPFEoZec+APjVaadxkQrnTZtmOoJwoGY0shHXiUbtNHhw/D9ke+URF9EMGQAQq6SkPFEoSevXS48+6uw6nPhhf+UV+/OuWJH5+gAAAPyGJJY/fPyx6QjCKSdHWr1atRcsMB1J1iFZCCD8Ur2ICspFl1txxhvx9913rf/99PTullsYnRgAAADuq+66m2bmrsl5443Ef3zvPe8CyTK08AAQLkFJ9PlB0LfVli3WQBGAF377zXQEAADAa7/+Ku23X/XzrVzpfizZ6LPPlPfZZ4n//tBDnoWSbUgWAgguJ2u5BT1x5hW/bScnaxb67bPBXzp0MB0BAADwWrt20u67S8uXm44E8BTNkAEgW0Ui0iOPSLVqSdttJ735prfrBoKkqMh0BAAAwIT586VNm0xHAXiKZCGA8PNTP3t+8vvvUvfuUmGhtG6ddM011mAmQeJk0pEEJgAAAACQLASAKoKSNMo0CXrHHbHTBQXSyy9nViYAAAC8E5TrVgCBQrIQQPhxERXfggVV31u1KvkyfqulaTeeX3+tfh72EwAAEDR2rnEAIEUkCwFAIlFUUbIRx5ziddLx4Yern4d9AAAABM1tt1n/MwAHAAeRLASAbBUvOfbTT9LFF3sfS7rsJvhmzXI3DgAAABNWrLD+93KgOgChR7IQAKTsrFUW7zN//bX3cfhFNu4DAAAg+KZNq9oXNQBkgGQhkIpIRBo4UNpzT6llS+m770xHBDf4rV++RIKc3HIq9qB8VwAAAG74+2/pkENMRwEgZEgWAqmYMkW6/npp3jzpjz+ks8+WCgtNR+Wu0lLphx+ksWPNJqeWLJHOOUdq3Vrq0UMqLnZvXUFOwmUbO9/VtGnuxwEAAMKvWzfTEcS3ebPpCACEDMlCIBV33RU7vXatNHSomVi8UFoqnX66dNRR0hFHSJdeai6Wa66RPvjAStj26iW99lr8+dJN9PXrZ33ebJItSdHHH7c3X7ZsDwAAkB671xQAEHAkC4FUTJ5c9b0lS7yPwytjx8aOjPv221aNSq+VllYdofe665xtgrpli/Tuu86V5wUTTXCdWuebb3pXK/f11+3NR7IQAAAAAEgWAkji/vurvvfkk97H4VUS5/LLvVmPX5hMjj34oFVjFQAAAADgK/mmAwAA3wh7/5OVpZosHD1aWrnSufX//LNzZTmBmoUAAAAAQLIQAGDT0UebjsBdJAsBAAAAgGbIQNaIRKxBQa6+WnrmmfAO5uFEwoekUXbiewcAAAAAahYCWWPAAOmmm6zXgwZJK1ZIPXuajSlTJgb48JNnnsls+bAnx374Qfr3v01HAQAAAACBQs1CIBVBTq6UJQrL9OqVXjlB3gZh8+qrpiPwt8suk267zXQUAAAAABAoJAuBTIW5dpvfP5vdxCUJzvjCvl0WLEit9mXYtwcAAAAA2ECyEEC4+D3BCf8iWQgAAAAAJAsBhEymCZ+BA6UWLZyJBQAAAACAgGGAEwDB5UYtwuuvd75Mv6ImXSy2BwAAAABQsxDIWJgTDGH5bDRNDq9+/ZwrKyz7OwAAAABkgGQhkAqSTgiTMCTHVqwwHQEAAAAAhArJQiAVYUiupMIvydFM48i27w0AAAAAgDSRLAQy5ZeEGgAAAAAAQIZIFgLwv1RqBlKLEOlasMB0BAAAAABgHMlCAMFFrc7MkFiN9dZbpiMAAAAAAONIFgJAtiJZCAAAAACohGQhgNSQYAIAAAAAILRIFgJIjGa+4UbiFwAAAABQCclCIBUkV/yP7wgAAAAAgLSRLAQyRe07AAAAAAAQEiQLASQWxFp6JG8BAAAAAEgbyUIAyFarV5uOAAAAAADgMyQLgUwFsfadXdTSAwAAAAAgq5AsBFJB8sz/wpy8BQAAAADAZSQLAQQXyVsAAAAAABxFshBIBbXWgonvDQAAAAAAW0gWAvGUlEgzZ0r//FP9vNRuAwAAAAAAIUGyEKhszRrpuOOk5s2lPfaQBg0yHZG/pFNLb/Fi6dhjpdq1pX//W1q40Pm4AAAAAABAxkgWApW9+670/ffW64ICqWtXq6ZhNnKq1uQjj0jffWdtzx9/lHr2dKbceGhyDAAAAABA2kgWApVdd13s9PLl0q+/moklLF54IXb6lVdSWz5RAtBuMnPVqtTWBwAAAABAliJZCNhBbbXgGj7cSvgCAAAAAIBqkSwEkFjQk6SRiHTPPaajAAAAAAAgMEgWAqkIevLMCX4a/bm672PePGn+fE9CAQAAAAAgDEgWIjy+/FJ67TXpn3+8Xa+fkmde8HvCtOL3UVpqLg4AAAAAAAIo33QAgCO6dZMef9x6vcMO0tix0t57O1d+sgSZ35NnmQhiIrTi9xHE+AEAAAAAMIiahQi+TZvKE4WStGyZ1L+/O+si+eQvW7Yk/zvfFwAAAAAAKSFZiOD766+q7z37rLPrIOnkT2+/nfzvfG8AAAAAAKSEZCGAcFmxwnQEAAAAAAAEFslCAOFSVGQ6AgAAAAAAAotkIZCKMA9mYpfftwEDnAAAAAAAkDaShYAdyRJkYU5IBf2zBT1+AAAAAAA8RrIQQHiRLAQAAAAAICUkCwEk5vcmx/EEMWYAAAAAAHyCZCFgBzXUyrEtAAAAAAAIrXzTAQCB0KGDNGqU6Sj8wUTNvVTX+fbb0uzZUqtW7sQDAAAAAEBIkSwE7DrzTNMReM8vtQhnz7Y/79y50iWXuBcLAAAAAAAhRjNkwK7Nm61/YbJ2rekIqjdxotS2rekoAAAAAADICiQLgWx24IHS0qWmo0jukUekggLTUQAAAAAAkBVIFgLZbN486eWXTUeR3IgRpiMAAAAAACBrkCwEst0DD5iOAAAAAAAA+ATJQgCpMTEaMgAAAAAA8ATJQgSfX0bsDSMvtm1xsfTkk9LNN0tffeX++gAAAAAAQEL5pgMAMkZNt2C78cbyfhNfeEH64gvphBPMxgQAAAA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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from scipy.interpolate import interp1d\n", "\n", "deadtime_fun = interp1d(zh_f, zh_p, bounds_error=False,fill_value=\"extrapolate\")\n", "\n", "plt.figure()\n", "plt.plot(pds.freq, pds.power / deadtime_fun(pds.freq), color='r', zorder=10)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Still imperfect, but this is a _very_ high count rate case. In more typical cases, the correction is more than adequate:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "1600it [00:00, 3402.34it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "INFO: Calculating PDS model (update) [stingray.deadtime.model]\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "bintime = 1/4096\n", "deadtime = 2.5e-3\n", "length = 8000\n", "fftlen = 5\n", "r = 300\n", "\n", "plt.figure()\n", "\n", "plt.title(f'bin time = {bintime} s; dead time = {deadtime} s')\n", "\n", "label = f'{r} ct/s'\n", "\n", "events, events_dt = simulate_events(r, length, deadtime=deadtime)\n", "events_dt = EventList(events_dt, gti=[[0, length]])\n", "# lc = Lightcurve.make_lightcurve(events, 1/4096, tstart=0, tseg=length)\n", "# lc_dt = Lightcurve.make_lightcurve(events_dt, bintime, tstart=0, tseg=length)\n", "# pds = AveragedPowerspectrum(lc_dt, fftlen, norm='leahy')\n", "pds = AveragedPowerspectrum.from_events(events_dt, bintime, fftlen, norm='leahy')\n", "plt.plot(pds.freq / 1000, pds.power, label=label, drawstyle='steps-mid')\n", "\n", "zh_f, zh_p = dz.pds_model_zhang(1000, r, deadtime, bintime, limit_k=250)\n", "plt.plot(zh_f / 1000, zh_p, color='r', label='Zhang+95 prediction', zorder=10)\n", "plt.axhline(2, ls='--')\n", "plt.xlabel('Frequency (kHz)')\n", "plt.ylabel('Power (Leahy)')\n", "plt.legend();" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "deadtime_fun = interp1d(zh_f, zh_p, bounds_error=False,fill_value=\"extrapolate\")\n", "\n", "plt.figure()\n", "plt.plot(pds.freq, pds.power / deadtime_fun(pds.freq), color='r', zorder=10)\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "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": "3.8.8" } }, "nbformat": 4, "nbformat_minor": 2 }