{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Getting Started" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this notebook we will get you started with the *easiest* way to use `matvis` directly.\n", "We will learn how to set up the various parameters required, and plot the outputs. \n", "\n", "Note that there are two main ways to use `matvis`: the low-level API is considered to be the \n", "\"algorithm\" and defines the interface that all implementations must expose. There are \n", "*two* such implementations in this package (`matvis_cpu` and `matvis_gpu`). Here, we will use\n", "the *high-level* \"wrapper\" API, which is provided as a convenience and \"example\" of how\n", "to use `matvis`. In practice, using this high-level API should typically be sufficient." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", " \n", "Note\n", " \n", "The absolute easiest way to use `matvis` is via the `hera_sim` [plugin interface](https://hera-sim.readthedocs.io/en/latest/tutorials/hera_sim_vis_cli.html).\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "Warning\n", "\n", "Before running this tutorial, you should make sure you understand the basic concepts\n", "and algorithm that `matvis` uses. You can read up on that [here](../understanding_the_algorithm.html)\n", "
" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from astropy.time import Time\n", "from pyuvdata.telescopes import Telescope\n", "from astropy.time import Time\n", "\n", "from matvis import simulate_vis\n", "from pyuvdata.analytic_beam import GaussianBeam, UniformBeam" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup Telescope / Observation Parameters" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We need a few input parameters to setup our observation: antenna positions, beam models,\n", "and a sky model. \n", "\n", "Here we will set up a very simple observation for introductory purposes. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First, create our antenna positions. We define this as a dictionary, which maps an \n", "antenna number to its 3D East-North-Up position relative to the array centre. We define\n", "just three antennas, in a right-angle triangle with side length 14m." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "ants = {\n", " 0: (0, 0, 0),\n", " 1: (14, 0, 0),\n", " 2: (0, 14, 0)\n", "}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, let's define the beams for each of these antennas. `matvis` allows us to specify\n", "different beams for each antenna, but we need only specify *unique* beams. Each beam\n", "must be either a `UVBeam` or `AnalyticBeam`. Here, for simplicity we just use some\n", "subclasses of the `AnalyticBeam` class. You can create your own custom `AnalyticBeam`\n", "classes to use as well (see the [pyuvdata tutorial](https://pyuvdata.readthedocs.io/en/latest/analytic_beam_tutorial.html#defining-new-analytic-beams))." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "beams = [GaussianBeam(sigma=0.5), UniformBeam()]\n", "beam_idx = [0, 0, 1]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here, we specified two unique beams for three antennas. The `beam_idx` tells each antenna\n", "which beam to use. Thus antenna 0 and 1 will use the Gaussian beam, while antenna 2 will\n", "use the uniform beam." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We also need to tell `matvis` the observational configuration, such as the frequency\n", "channels and times to use:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First, let's define our frequency channels:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# Frequencies in Hz\n", "Nfreqs = 10\n", "freqs = np.linspace(1e8 , 1.2e8, Nfreqs)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "# LSTs in radians\n", "Ntimes = 20\n", "times = Time(np.linspace(2459845, 2459845.5, Ntimes), format='jd', scale='utc')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup Sky Model" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`matvis` makes the \"point source approximation\" -- that is, it breaks the sky into a \n", "series of sources that it sums over. This is an approximation for a diffuse sky model,\n", "but is exact for a point-source sky. In this introduction, let us assume a simple point\n", "source sky with just a few sources." ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "nsource = 35\n", "\n", "ra = np.deg2rad(np.linspace(0. , 360, nsource)) # ra of each source (in rad)\n", "dec = np.deg2rad(np.linspace(-60. , 10.0, nsource)) # dec of each source (in rad)\n", "flux = np.ones(nsource) # flux of each source at 100MHz (in Jy)\n", "sp_index = np.ones(nsource) * -0.8 # sp. index of each source\n", "\n", "# Now get the (Nsource, Nfreq) array of the flux of each source at each frequency.\n", "flux_allfreq = ((freqs[:, np.newaxis] / freqs[0]) ** sp_index.T * flux.T).T" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Run matvis" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now that we've setup all our parameters, we can easily run the simulation using the \n", "high-level wrapper API. Along with the configuration we've already defined, the \n", "`simulate_vis` wrapper takes a few extra options. One of the most important is \n", "`polarized`: if true, then full polarized visibilities are returned (with shape\n", "`(nfreqs, ntimes, nfeed, nfeed, nants, nants)`), otherwise, unpolarized visibilities\n", "are returned (with shape `(nfreqs, ntimes, nants, nants)`). In our case, the \n", "`AnalyticBeam` objects we're using don't support polarization, so we set this to false.\n", "\n", "We can also set the `precision` parameter, which switches between 32-bit (if `precision=1`)\n", "and 64-bit (if `precision=2`) floating precision. " ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [], "source": [ "# simulate visibilities \n", "vis_vc = simulate_vis(\n", " ants=ants,\n", " fluxes=flux_allfreq,\n", " ra=ra,\n", " dec=dec,\n", " freqs=freqs,\n", " times=times,\n", " telescope_loc=Telescope.from_known_telescopes('hera').location,\n", " beams=beams,\n", " beam_idx=np.array(beam_idx),\n", " polarized=False,\n", " precision=2,\n", ")" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [], "source": [ "vis_vc.shape = (Nfreqs, Ntimes, len(ants), len(ants))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Plot auto and cross visibilities" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here, we plot the visibility amplitude and phase as a function of frequency and LSTs. For auto-correlation (e.g. antenna pair (0,0)) we expect the phase would be zero. Here, the amplitude is constant with frequency as we assumed the spectral of the sources are zero." ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(16, 6))\n", "\n", "for ant in range(3):\n", " ax[0].plot(freqs/1.e6, np.abs(vis_vc[:,0,ant, ant]), ls=['-', '--', ':'][ant], label=rf'Auto {ant}')\n", " ax[0].set_ylabel('Amp', fontsize=15,labelpad=10)\n", " ax[0].set_xlabel(r'freqs [MHz]', fontsize=15)\n", " ax[0].set_yscale('log')\n", " ax[0].legend(fontsize=15)\n", "\n", "\n", " ax[1].plot(freqs/1.e6, np.angle(vis_vc[:,0,ant, ant]), ls=['-', '--', ':'][ant])\n", " ax[1].set_ylabel('Phase', fontsize=15,labelpad=10)\n", " ax[1].set_xlabel(r'freqs [MHz]', fontsize=15)\n", " ax[1].set_ylim(-np.pi, np.pi)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(16, 6))\n", "\n", "for ant1 in range(3):\n", " for ant2 in range(ant1+1, 3):\n", " ax[0].plot(freqs/1.e6, np.abs(vis_vc[:,0,ant1,ant2]), label=rf'Cross ({ant1},{ant2})')\n", " ax[0].set_ylabel('Amp', fontsize=15)\n", " ax[0].set_xlabel(r'freqs [MHz]', fontsize=15)\n", " ax[0].set_yscale('log')\n", " ax[0].legend(fontsize=15)\n", "\n", "\n", " ax[1].plot(freqs/1.e6, np.unwrap(np.angle(vis_vc[:,0,ant1,ant2])))\n", " ax[1].set_ylabel('Phase', fontsize=15)\n", " ax[1].set_xlabel(r'freqs [MHz]', fontsize=15)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "image/png": 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0RffrzY4IAOUqr9Ch13/crSnL98nbuEbNfPcpuN94de7Uz+xoAAAAQKVBgQmg3LWJCdbs+7pqycJjKlrtobrOw9Ki4Vq/pqeib3xNEXUamx0RAC67lC2rteO7SZqSfZsM2TW4Y2Ndce2P8vdi+wUAAACUBjfxAVAh7Habruw/VPYHNmh12A1yGDa1P7NUgR90VeLU8co7l2t2RAC4LBxFRUr85J+KmXmNriuYp/t8f9b7wzto4l9aU14CAAAAZUCBCaBCBYWEqfOYD3Tghvna7nGFfG35ij8wWcde7qjF2w6bHQ8ALknqvh3a/e8eit/3ljxtDiX7dtFddz+sPi3CzY4GAAAAVFoUmABM0bBVZzWfsFzr2r+sDNXQwsLWGvXpZt01NUmHT541Ox4AlIrhdGrtrEkK/riXmhdu0xnDR0mxzyn2kbkKCa9tdjwAAACgUuM8JgCmsdnt6jDwbp3peaOyl6bIPfG4Fu08ruMpG/VEkyPqcNOT3K0cgOVl5ORrw5Qx6pc9Q7JJ2z2vUPAtHyiufjOzowEAAABVAkdgAjCdf2ANPTywg+Y/1F2d6wXradsUxae8qcMvddTOpEVmxwOAi1q4LV39Jy3TWxltdcbw1uqGD6rpY0sVRXkJAAAAXDYUmAAso1GtAH3xt3g5247QKQWogfOAmnw/VKv/M1JZp0+YHQ8AXHKyTurDj97R3z5drxO5BXKEt1LqyLXqfMezcnPnBBcAAADgcqLABGApNrtdHYfcL41JUlLwANlthjpnzlbhpHZa/8MHMpxOsyMCqOa2r56vnEmddMeBJ9TSfkD39Gyob+7vqqb165odDQAAAKiSKDABWFKNsEjFPTRdW/tO02FblEJ1Wu3XjlPCf1/nJj8ATJGfd1aJ745Rs3k3K8o4rgx7Tb08uJnGD2gmL3c3s+MBAAAAVRYFJgBLu6LrQNV6fL0S6/xNG52N9caRJur7xlJNXpKiQgdHYwKoGPu3Jyn15XjFp02T3WYoKfhaBY5do5YdrzI7GgAAAFDlUWACsDwvb1/F3/mKAscsUlyDMOUVOjVp/mateeka7Uz6yex4AKowp9PQqi9eUtSXA9TAeUAnFaiNXRIU99Dn8g8MMTseAAAAUC1QYAKoNBqGB+mL0Z316rBY/d1nvroVJqrJ9zdozdsjlHUq0+x4AKqY49l5GvHRWi3aekhetkJt8uko5z2r1Pbq282OBgAAAFQr3CYTQKVis9l0Q/vaOlXnX0r6LEtxp+ep04k5ynxzidbH/VPtBtwpm53fzQC4ND8l79Wj3+7TqbOFWudxrbq3aa+eg0bx/gIAAACYgF04gErpl5v8bOv7uQ7Zo8/f5CfpYW15+Wod3b/T7HgAKqncnNNa++Ztqv/1dco7m6OWUYH67u891GvwXZSXAAAAgEnYiQOo1Fp2vVbhj61TYp27VWC4q3VekrZNvZ+b/AAotd0blujU653V8dT3qm9L1wutMjT7vq5qVCvA7Giogg4cOKC77rpL9evXl4+Pjxo2bKinn35aBQUFZkcDAACwHE4hB1Dpnb/Jz8s6tPtWnZj1qJ7NvkWH5+/UnI2penFIS7WvV9PsiAAsrKiwQEnT/qm4A+/J3ebUMdVU5tVv6y9drzU7GqqwnTt3yul06t1331WjRo20detWjR49Wrm5uXr11VfNjgcAAGApNsMwDLNDVEbZ2dkKCgpSVlaWAgMDzY4D4P8ZhqGvN6Tq+bnbdepsoV50n6JG4YFqevtrCqoRZnY8ABZzdP9OZX0+Ss0Lt0uS1gdcqUaj3lNQSPV4v2A/Yy2vvPKKJk+erH379pVoPusHAAAqu5LuZzgCE0CVYrPZNLR9bfVuVktTZi/UzXuWyH7CUOabS7U+7h9qN4Dr2AH49Zcd/t8+qH627coxfLSr/dNqf93dvEfANFlZWQoJCbnox/Pz85Wfn+96np2dXRGxAAAATMcOHUCVFOLnqcdvv047+v32Jj+PaMvLfZW6b4fZ8QCY6PTZAt3/xUY9PGOT/pF/h9Z6xStn1FJ1GHQv5SVMs3fvXr399tu6++67Lzpn4sSJCgoKcj1iYmIqMCEAAIB52KUDqNJadrlG4Y+t02rXTX7WqebH3ZX48ZMqLMj/8xcAUKVsXfGd5rx6j+ZuTpO73aaR/Tqr/ePzFFWvqdnRUEWMHz9eNpvtDx87d+4s9jmpqanq37+/hg0bptGjR1/0tSdMmKCsrCzX4/Dhw+X97QAAAFgC18AsI645BFQ+h/dsUtbMB3RFfrJOGAG6O/AdPTGsq9rVqWF2NADlLD/vrDZMfUSd0j6X3WZogvc/dfNtf1VsTLDZ0UzFfubyy8jI0IkTJ/5wToMGDeTp6SlJOnr0qHr16qXOnTtr6tSpspfiKGDWDwAAVHYl3c9QYJYRG0agcjKcTq377h19tSlTM862l80m3dGpjh69qo4CAoLMjgegHBzcsV5FM/+qho7zN0ZZEzJIre78j3z9+TvPfsZcqamp6t27t9q3b69p06bJzc2tVJ/P+gEAgMqOm/gAwAXY7HbFXX+fGvUpkPHDDs1cf0SZa7/SueRpSun6gtr0vdXsiAAuE8Pp1Nqv/q3YHa/J21aoUwrUgS4T1enq282OBig1NVW9evVS3bp19eqrryojI8P1sYiICBOTAQAAWA8FJoBqqYafp14dFqshbaIU8MVzquU8qVor79WGTV+ozq3/UWhUXbMjArgEx3PytPud29Ut90fJJm32jlPUyA/VNqKO2dEASdKPP/6ovXv3au/evapdu3axj3GCFAAAQHHcxAdAtda1cZiaPPKjEiOHq8iwq92ZZfJ8r7PWzHhNTofD7HgAyuDH7cfUf9JyfXgqVnmGh9Y0e1ytHluoUMpLWMjIkSNlGMYFHwAAACiOAhNAteftG6D4u9/WwRvmabd7EwXqrDpte1Y7X+qhg7uSzY4HoITOnslSwrSvNPqTdTqZW6C08F5KHblGnW5+QrZS3BgFAAAAgLWwmweA/9ewVWc1HJ+o1U0e0VnDSy0Kt+rpTxfqzZ/2qKDIaXY8AH9gz8ZlOvFaZ9225yFF6IT+1qOB5ozpoob1G5odDQAAAMAl4hqYAPAbbu7u6nzrP5V28EbNnjNVS9JaaslPu/X95qN65dpotWnayOyIAH7DUVSkpGlPqf3+d+Rhc+i4LUTvDY5W687NzY4GAAAA4DLhCEwAuIDIuk116wMv6q1b2irU31O5xw+owefdtOY/o5R9+oTZ8QBISt23Q7v/3UOdDyTIw+bQBv+e8vr7arXufJXZ0QAAAABcRhSYAHARNptNg2Kj9NO4nnq0/j4F2s6pU+bXypvUQRsXTjM7HlBtGYahNTNeU42Pe6p54TblGt5KavOC2o6bo6Ca4WbHAwAAAHCZUWACwJ8I9vXUkLuf0da+03TEFqlaOqm2q8ZowyvXKePoAbPjAdVKelaeRnyUpO2b1sjXlq9tnq2UNXKp4gbfz416AAAAgCqKnT4AlNAVXQcq9NF1Wh09QoWGm9rlLpf3u521esbrcjoNs+MBVZrhdOrbpF26+o2lWrY7Q5N0q5Y3f0rNH1+qqPrNzI4HAAAAoBxRYAJAKXj7+qvz6Ld0eNg87XZvogDbOW3ctEE3vZeovcdzzI4HVEknj6dq42uDFP7dcOXkFSg2JlizHuij7jc9LLubm9nxAAAAAJQz7kIOAGXQ4IpOcjRL1MpZk/TetiY6deCUBry5XI/GB2pEn3by8vY1OyJQJWxcOE11V01QO2Wr0OamlzsXacjAeLm78TtYAAAAoLqgwASAMnJzd1fXmx7R96fP6ak5W7V4Z7o6rv270jcU6Gy/19W8Uz+zIwKVVtapTO2eeq/ishZKkvbZ68kYPFnDWncxORkAAACAisbhCwBwiaKDffT+iA76YGCIattPqq7ziJrPu1Fr3h6u7NOZZscDKp0ty2Yr782OistaKIdhU2LUcEU/lqiGlJcAAABAtUSBCQCXgc1mU++uXeXxwDqtrXGdJKnTiW+UP6mDNi742OR0QOWQm1+kf85OlttPTytcJ3TEFqk9185Q/N/e5rIMAAAAQDVGgQkAl1FQSJg6PviZtvX9XIdtUQrTKbVNfEAbXx6go8eOmR0PsKykAyd1zVvL9emaVD1ceI9Wh92gkIfXqFnHvmZHAwAAAGAyCkwAKActu16rsMfWKbH2nSo03GQ7k66+/1mvd5amqNDhNDseYBl553K1+p37tPT9x3XwxFlFBXnrH3fdqM5jPpCvf5DZ8QAAAABYADfxAYBy4u3jp/i/vqH922/Vp4t2KzfV0Evzdur7dSn6dxenWsb3NzsiYKq9m1bI/Zt71dl5SO3d3JTf/Ab9fWgPBXp7mB0NAAAAgIVwBCYAlLP6LeL06v236tVhsarp56kBpz5VywU3KemNG5WZftjseECFKyzIV+KHj6ru14NUz3lImQrWtm7/0ZO39aO8BAAAAPA7FJgAUAFsNptuaF9bix7uqbYRnnIaNsVlLZDnO5205quX5SgqMjsiUCEO7livA//uovhD78nD5tAG/x5yG7NabfreanY0AAAAABZFgQkAFSjY11Nd7v9Ae6+fo71uDRWoXHXa/oL2vdRZuzcsMzseUG4cTkNTf96ioOkD1dixV1ny07oOr6jtuG9UIyzS7HgAAAAALIwCEwBM0KRdL9WfsFZrmk9QtnzVuGiPGn0zSLM/mKiss4VmxwMuq0MnzuqW91brXwsP6c2iv2iTd5wK/rZKHa77m2x2tiIAAAAA/hg/NQCASdzc3dXppvEquGeN1gX21Tl56pU9UbrytSWatf6IDMMwOyJwSQynU2tmvKrxb07R2gMn5efppqaDHlHrxxYqLKqe2fEAAAAAVBLchRwATBYaUUeh42Zq3Zbt8v0xQ0ePn9HDMzbp3JLX1e2aW1WveQezIwKldjx1v9I//as65a3TCwrXU/Xe1Ys3dlJMiK/Z0QAAAABUMhyBCQAW0aFVC/3wQHc93r+Zenrs0O05Hyh6+tVa/c59ys05bXY8oEQMp1NJcxLkPaWrWuetU57hoWPN7tDHo3tQXgIAAAAoEwpMALAQT3e77u3VUP8efb02+nWTh82hzumf6cxr7bRxwccynE6zIwIXtX97kna81ENxyU8oULna7d5Ex279SZ1v/afsbm5mxwMAAABQSVFgAoAFRdRprLaPztWmHu/qqC1c4TqhtokPaPPLVyt13zaz4wHF5OQV6t0Z3ynmy6vVomCLzhmeSqw/Rg0eX6m6TduYHQ8AAABAJUeBCQAWFnvlzarxyHol1r5TBYa7YvOS5Px4sN76cafyCh1mx0M1ZxiGvklO1VWvLdXE9TatdF6hDX7ddfrOFYof8aLcPTzNjggAAACgCqjWBeb333+vpk2bqnHjxnr//ffNjgMAF+TjF6D4v76h9NsWaYtXW71ceKNeX5Si/pOWadmu42bHQzV1YHuSkl66Rk9PX67jOfmqV9NPtps/U7tHv1dk3aZmxwMAAABQhVTbu5AXFRVp3LhxWrx4sYKCgtS+fXsNGTJENWvWNDsaAFxQnSZtZDz+s67enKY1c3fowImzmv3x6/IP2a7aN09SrdoNzI6IaiAn66S2ff6EOqR/qXo2px7z9NPJXhM1ukcDeblznUsAAAAAl1+1PQJz7dq1atmypaKjo+Xv768BAwZo4cKFZscCgD9ks9s1sE20Fj3cU3+Nr63xHl+o3Zml8psSr9WfPaPCgnyzI6KKMpxOrfvuXeW90U6dj30hd5tTG/26qfddL+j+KxtTXgIAAAAoN5W2wFy2bJkGDhyoqKgo2Ww2zZkz53dzEhISVK9ePXl7e6tTp05au3at62NHjx5VdHS063l0dLRSU1MrIjoAXLIAbw/94/pYnRk6XTvdm8vPlqfOe17XkZfitH31fLPjoYo5sGOdtr/UQx3WP6YwndIRW6Q29fxAbR+dy+niAAAAAMpdpS0wc3NzFRsbq4SEhAt+/Msvv9S4ceP09NNPa8OGDYqNjVW/fv10/DjXiwNQdTRsHa8mE1YqqdUzOqUA1XceVIv5N2njywOUsmOj2fFQyZ3JL9ILc7dr5ecT1fKXu4vXu1ehj21QbO8bzI4HAAAAoJqotNfAHDBggAYMGHDRj7/++usaPXq0Ro0aJUl65513NHfuXH344YcaP368oqKiih1xmZqaqo4dO1709fLz85Wf/+upmdnZ2ZfhuwCAS2d3c1Pc0Id0uufNWvv5I2p/4nu1PbtKgz5doXqtpLF9m6h+qJ/ZMVGJGE6nfli/R8/+eFjHsvMVrGFqEGRTvWEvKJ4jLgEAAABUsEp7BOYfKSgo0Pr169WnTx/XmN1uV58+fZSYmChJ6tixo7Zu3arU1FSdOXNG8+bNU79+/S76mhMnTlRQUJDrERMTU+7fBwCURnBohDo+ME1Hbl2iWaH3arOzgb7ddFR9Xl+qz99/XemHdpsdEZXAgR3rtOOlHgr49i4dy85T3Zq+emPUlYp/ZCaniwMAAAAwRaU9AvOPZGZmyuFwKDw8vNh4eHi4du7cKUlyd3fXa6+9pt69e8vpdOqxxx77wzuQT5gwQePGjXM9z87OpsQEYEl1m7ZR3aZt1DQ1S6//uFs7d27X0MMvyPbBC1pTa7AaDn1aoRF1zI4JizmTfUpbP39C7dO+lIfNoTy7h57r6q1h/XvI24Mb9AAAAAAwT5UsMEtq0KBBGjRoUInmenl5ycvLq5wTAcDlc0V0kD4cGaetm6Q9c6/QFQXJ6pQxU2cnf6fV0Tep+dB/KKhm+J+/EKo0w+nUhh8+UMy6F9VZJyWbtNG3q8JvfEN31OOISwAAAADmq5IFZmhoqNzc3HTs2LFi48eOHVNERIRJqQDAHFfExkmxS7V1+TfyWPqCmhbtUuejnyjnrRlaXXe4rhj2hPwDgs2OCRPs25+ic1+MVPuCzZKkI7YInej+nNpeeaPJyQAAAADgV1XyGpienp5q3769Fi1a5BpzOp1atGiR4uPjTUwGAOa5ovv1avLEaiV3e0f77PUUYDun1genavAbP2rKsn3KK3SYHREV5Ex+kV78YYeum7JV3nkZyjM8lFj3nvN3F6e8BAAAAGAxlfYIzDNnzmjv3r2u5/v371dycrJCQkJUp04djRs3TiNGjFCHDh3UsWNHTZo0Sbm5ua67kgNAdWSz29Wmzy1y9r5R6+Z/pJWbdmlvtq9e+GGH3l+xT/9ueURd+t8sTy9vs6OiHBhOp9Yu/Fxj14fqaI5Dkru+iPmn7uzbQfGcLg4AAADAoiptgblu3Tr17t3b9fyXG+yMGDFCU6dO1U033aSMjAw99dRTSk9PV5s2bTR//vzf3dgHAKoju5ubOlz7V7Xp71TkhlS9uWiPorM2qNfG53Q0+UWlxj6odtfdLTf3SvvPBP7H/u1Jyp3ziDoVJGtA4e36qeYN+tfAlurdrJbZ0QAAAADgD9kMwzDMDlEZZWdnKygoSFlZWQoMDDQ7DgBckvwih1Z+/7FaJz+jUJ2WJB20x+hE3MNqc/Vw2d24C3VlZDid2rJstrR6slrnJUmS8gwPJTUYo7hbn+Lu4mA/U8mxfgAAoLIr6X6GArOM2DACqIrO5mZr06xX1HzfhwrWGUnSXreGyu06Xq173SCbvUpeOrnKOVfg0KZv/6PI7VNU13lYkuQ0bEoO6K6Ioa8oqn4zkxPCKtjPVG6sHwAAqOxKup/hJ1EAgIuvX6Dihz8n+0OblRgzWrmGtxo5UlRjyRO6+Z0VWr3vhNkR8QfSss7p5fk7Ff/SImVu+kF1nYd1xvDR6lo3KW1Eoto98h3lJQAAAIBKh4ubAQB+JzC4puLvelWnMh7WllnP6cvUmlpzKEc3v7davRoF64l2DjVp18PsmPh/uzcsUfbitzT+xLXa64yQJM0JvkGhdbqr5bX3qXNQiMkJAQAAAKDsKDABABdVIyxSne/5r+pn58nv5z2avvawIvfPUpMjH2jjT10UOOBpNWzV2eyY1VJRYYE2/fip/DZMUbOiHZKkO+x2/VD3Yd3Vrb6uan6N3Ow2k1MCAAAAwKXjGphlxDWHAFRHh0+e1Z7PHlbPzC/kZjv/z8det4bKrHed6vW8QxF1GpucsOrLOnFMO+b+R/X2fa4IZUqSCgx3JQf3VchVD6hR6y4mJ0Rlwn6mcmP9AABAZcdNfMoZG0YA1dnBnRuU+f0zap2zXB42h2t8i2esNvaaqmtaRyvU38vEhFXP3uNn9PHKFN2bPERRtvPXIj2hIO2OuVGNrn1AYRF1TE6Iyoj9TOXG+gEAgMqupPsZTiEHAJRa3WbtVLfZNzqVkabdSz6T/545ap6/VWnn3PXUtzv0zPc71aVhTd0TvlOtul2nwOCaZkeulAynU5tX/qBJe0K1ePf50jLCvasGeG5WZqu/qnX/OxXv42dySgAAAAAoXxSYAIAyqxEWqU7DHpH0iI6n7lfWln2K3eulTUeydHDvNnU9PFYFSeO00a+TnFcMVYueN8rHL8Ds2JZ3LveMNs97T+HbP1Ss87AcBY/LZotVn+bhat/536rfKEIN7HazYwIAAABAhaDABABcFrWi62tYdH0Nk3QgM1frlv2gA1tjVM95WG3PrpTWrlTumie0LqibPGKHqXm3wfL08jY7tqUcT92vlLmT1OzoLHVSjiQp1/DWsEaGnru+l+rW5GhLAAAAANUP18AspYSEBCUkJMjhcGj37t1ccwgA/oDhdGr/9iQdW/WZ6qbNU5Rx3PWxR23j5N5qiAbGRqlT/ZrV+o7Zm1OOqOCbBxWbtdh1TdGjtnAdbHSHWl57H6fgo9xwDcXKjfUDAACVHTfxKWdsGAGgdAynU7s2LNbpNV8oMmOF+uW9qDydv9HPfb4/q0dotmp0vEVN2vWSrYqfHp139owO7kpWUn6MZm9M1fqDJzXfc7ya2Q9rm2cr5be/R7FX3Sw3d06UQPliP1O5sX4AAKCy4yY+AABLsdntatbhKqnDVXI4nPpg/0l9m3xU87Ye1ZCieWp8PFX6/iulzg3XoagBiuh6u+q3iDM79iXLOpWpI9vXKOfAerkd36KwnJ2q7TiipjanhuW9p2z5y8PNrkX1H5F7u0ZqGdvN7MgAAAAAYCkcgVlG/MYbAC6PgkKHti/9SkWbZqhF9gr52vJdH9tvr6vD9W9QvWseUZ2aviam/HOGYSgz7ZC2nnbT1rRz2nY0W90O/ke3F319wfknFajXwv+t8CZxurljjGoFcD1QVDz2M5Ub6wcAACo7jsAEAFQKnh5uatPnFqnPLTp7Jkvrln4lt21fq2XuWtV3HtTG3Ws0fNtiNarlryb+eRqV+4GKfMNk8w+Xe2C4vGtEKiA0WjXCYhRQI7RCTj93Ohw6un+Hju1OUsGRjfI9uV3ReXsUptN6Pf95bTEaSJJqugVLHlKawpTu10T5Na+QT522imzWSWFR9fRCFT9VHgAAAAAuBwpMAIBl+PoHqcO1o6VrRyvrZIY2Lflcm9KCZD8i7T1+Rt4Z+xTntUDKuvDnT3EM1Ee+oxQW4KX6vud0y5lP5PStJXtAuDyCI+QbEqWAmrUVEh4tH7+AEmUqLMjX3mPZ2nosT9uOZqtGyje66/Rbqm07p9r/M9dh2NQpOEsN60apZVSQWoe2UFb4eEXWDFfkpf3RAAAAAEC1RYEJALCkoJAwxf3lQcVJuj8nX9vTspV7PFyr9z0g5R6X+9kM+eRnyr/opIKdJxWkXB1zBupoVp6OZuXJadunTl7fSicv/PrvGUP0RcBIhfl7qb7POf3lzGcy/MLlFhguZ+E52dI3KyR7p+oUHdR/C+/Rd84ukqSudrse9DynfMNDhzzq6WRgcymitYIbtFed5nH6RwmLUQAAAABAyVBgAgAsLyzASz0DwqQmYVK3Dheck593VnfmnNN1eW7KyMlX7vFQJe67W/bcY/LMy5RP/gkFOk4qxHlS3rZCHSvy1f7MXO3PzFWeLUWdvGZKGRd4YZvUyjNVxyNDzh9VWaux9vv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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(16, 6))\n", "\n", "for ant in range(3):\n", " ax[0].plot(times.jd, np.abs(vis_vc[0,:,ant, ant]), ls=['-', '--', ':'][ant], label=rf'Auto {ant}')\n", " ax[0].set_ylabel('Amp', fontsize=15,labelpad=10)\n", " ax[0].set_xlabel(r'Time [jd]', fontsize=15)\n", " ax[0].set_yscale('log')\n", "\n", " ax[1].plot(times.jd, np.angle(vis_vc[0,:,ant, ant]), ls=['-', '--', ':'][ant])\n", " ax[1].set_ylabel('Phase', fontsize=15,labelpad=10)\n", " ax[1].set_xlabel(r'Time [jd]', fontsize=15)\n", " ax[1].set_ylim(-np.pi, np.pi)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(16, 6))\n", "\n", "for ant1 in range(3):\n", " for ant2 in range(ant1+1, 3):\n", " ls = ['-', '--', ':'][ant1+ant2 - 1]\n", " ax[0].plot(times.jd, np.abs(vis_vc[0,:,ant1,ant2]), label=f'Cross ({ant1}, {ant2})',ls=ls)\n", " ax[0].set_ylabel('Amp', fontsize=15)\n", " ax[0].set_xlabel(r'Time [jd]', fontsize=15)\n", " ax[0].set_yscale('log')\n", " ax[0].legend(fontsize=15)\n", "\n", "\n", "\n", " ax[1].plot(times.jd, np.unwrap(np.angle(vis_vc[0,:,ant1, ant2])),ls=ls)\n", " ax[1].set_ylabel('Phase', fontsize=15)\n", " ax[1].set_xlabel(r'Time [jd]', fontsize=15)\n", " ax[1].legend(fontsize=15)\n", "\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": ".venv", "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": "3.12.6" } }, "nbformat": 4, "nbformat_minor": 4 }