{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Sensitivity of the Beam Factor to different choices" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "In this notebook, we look at the beam factor computed for the Nature Paper day 260,\n", "in comparison to the beam factor computed by the legacy C-code, and explore what happens \n", "when we change some of the options. \n", "\n", "Note that there are datafiles used in this demo that are only accessible on a particular\n", "cluster, so you will not be able to run it yourself. Nevertheless, it is still useful\n", "for demonstrating how to use the `edges.sim` module." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The autoreload extension is already loaded. To reload it, use:\n", " %reload_ext autoreload\n" ] } ], "source": [ "import astropy.units as u\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "from edges import modelling as mdl\n", "\n", "from edges.sim import beams, sky_models, compute_antenna_beam_factor\n", "from edges import const\n", "\n", "%load_ext autoreload\n", "%autoreload 2" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "plt.style.use(\"dark_background\")" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "alans_beam = beams.Beam.from_file(\n", " band=\"low\",\n", " beam_file=\"/data4/nmahesh/edges/code_from_alan_org/newniv.txt\",\n", " rotation_from_north=-6,\n", ")\n", "alan_beam_factor = np.genfromtxt(\n", " \"/data4/nmahesh/edges/alans-pipeline/scripts/H2Case/beamcorr_626.txt\"\n", ")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Fiducial Case" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "lst_list = np.arange(23.95244823089913, 35.7, 0.50441) % 24\n", "assert len(lst_list) == 24" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "const.KNOWN_T" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "defaults = dict(\n", " beam=alans_beam,\n", " f_low=40 * u.MHz,\n", " f_high=100 * u.MHz,\n", " lsts=lst_list,\n", " sky_model=sky_models.Haslam408AllNoh(),\n", " index_model=sky_models.ConstantIndex(),\n", " normalize_beam=False,\n", " reference_frequency=75 * u.MHz,\n", " beam_smoothing=False,\n", " interp_kind=\"nearest\",\n", " freq_progress=False,\n", " location=const.KNOWN_TELESCOPES[\"edges-low-alan\"].location,\n", " sky_at_reference_frequency=False,\n", " use_astropy_azel=False,\n", ")" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "24LST [00:42, 1.79s/LST]\n" ] } ], "source": [ "default = compute_antenna_beam_factor(**defaults)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "0LST [00:00, ?LST/s]" ] }, { "name": "stderr", "output_type": "stream", "text": [ "24LST [00:51, 2.17s/LST]\n" ] } ], "source": [ "use_astropy_azel = compute_antenna_beam_factor(**{**defaults, \"use_astropy_azel\": True})" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "0LST [00:00, ?LST/s]" ] }, { "name": "stderr", "output_type": "stream", "text": [ "24LST [00:41, 1.74s/LST]\n" ] } ], "source": [ "sky_at_ref_freq = compute_antenna_beam_factor(\n", " **{**defaults, \"sky_at_reference_frequency\": True}\n", ")" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "0LST [00:00, ?LST/s]" ] }, { "name": "stderr", "output_type": "stream", "text": [ "24LST [00:42, 1.77s/LST]\n" ] } ], "source": [ "exact_location = compute_antenna_beam_factor(\n", " **{**defaults, \"location\": const.KNOWN_TELESCOPES[\"edges-low\"].location}\n", ")" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "24LST [00:40, 1.70s/LST]\n" ] } ], "source": [ "linear_interp = compute_antenna_beam_factor(**{**defaults, \"interp_kind\": \"linear\"})" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "0LST [00:00, ?LST/s]" ] }, { "name": "stderr", "output_type": "stream", "text": [ "24LST [00:50, 2.10s/LST]\n" ] } ], "source": [ "gauss_index = compute_antenna_beam_factor(\n", " **{**defaults, \"index_model\": sky_models.GaussianIndex()}\n", ")" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "24LST [04:47, 11.97s/LST]\n" ] } ], "source": [ "haslam_model = compute_antenna_beam_factor(\n", " **{**defaults, \"sky_model\": sky_models.Haslam408()}\n", ")" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "24LST [00:43, 1.79s/LST]\n" ] } ], "source": [ "lst_plus_5min = compute_antenna_beam_factor(**{**defaults, \"lsts\": lst_list + 5 / 60})" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "0LST [00:00, ?LST/s]" ] }, { "name": "stderr", "output_type": "stream", "text": [ "24LST [00:44, 1.87s/LST]\n" ] } ], "source": [ "lst_minus_5min = compute_antenna_beam_factor(**{**defaults, \"lsts\": lst_list - 5 / 60})" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "fourier = mdl.Fourier(\n", " n_terms=31,\n", " transform=mdl.ShiftTransform(shift=75.0),\n", " period=1.2 * default.nfreq * (default.frequencies[1] - default.frequencies[0]),\n", ")" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(\n", " 2,\n", " 1,\n", " sharex=True,\n", " constrained_layout=True,\n", " figsize=(15, 8),\n", " gridspec_kw={\"height_ratios\": (2, 1)},\n", ")\n", "\n", "ax[0].plot(alan_beam_factor[:, 0], 1 / alan_beam_factor[:, 3], label=\"Alan\", ls=\"-\")\n", "\n", "ax[1].set_ylabel(\"% diff\", fontsize=14)\n", "ax[1].set_xlabel(\"Freq [MHz]\", fontsize=14)\n", "ax[0].axvline(75.0, ls=\"--\", color=\"gray\")\n", "ax[1].axvline(75.0, ls=\"--\", color=\"gray\")\n", "ax[0].axhline(1.0, ls=\"--\", color=\"gray\")\n", "ax[1].axhline(0.0, ls=\"--\", color=\"gray\")\n", "ax[0].set_ylabel(\"Beam Factor\", fontsize=14)\n", "\n", "try:\n", " del thing\n", "except NameError:\n", " pass\n", "\n", "stuff = {k: v for k, v in locals().items() if isinstance(v, beams.BeamFactor)}\n", "for i, (name, thing) in enumerate(stuff.items()):\n", " integrated_beam_factor = thing.get_integrated_beam_factor(\n", " fourier, alan_beam_factor[:, 0]\n", " )\n", " style = dict(color=f\"C{i % 8}\", ls=[\"--\", \"-.\", \":\"][i // 8])\n", " ax[0].plot(alan_beam_factor[:, 0], integrated_beam_factor, label=name, **style)\n", " ax[1].plot(\n", " alan_beam_factor[:, 0],\n", " 100 * (integrated_beam_factor * alan_beam_factor[:, 3] - 1),\n", " **style,\n", " )\n", "\n", "# Also, evaluate the beam factor using mean of ratios...\n", "beam_factor = default.get_mean_beam_factor(fourier, alan_beam_factor[:, 0])\n", "ax[0].plot(\n", " alan_beam_factor[:, 0], beam_factor, label=\"Mean of ratios\", color=\"white\", ls=\":\"\n", ")\n", "ax[1].plot(\n", " alan_beam_factor[:, 0],\n", " 100 * (beam_factor * alan_beam_factor[:, 3] - 1),\n", " color=\"white\",\n", " ls=\":\",\n", ")\n", "\n", "# And use a different number of terms in the model...\n", "fourier15 = mdl.Fourier(\n", " n_terms=15,\n", " transform=mdl.ShiftTransform(shift=75.0),\n", " period=1.2 * default.nfreq * (default.frequencies[1] - default.frequencies[0]),\n", ")\n", "beam_factor = default.get_integrated_beam_factor(fourier15, alan_beam_factor[:, 0])\n", "ax[0].plot(alan_beam_factor[:, 0], beam_factor, label=\"15 terms\", color=\"teal\", ls=\":\")\n", "ax[1].plot(\n", " alan_beam_factor[:, 0],\n", " 100 * (beam_factor * alan_beam_factor[:, 3] - 1),\n", " color=\"teal\",\n", " ls=\":\",\n", ")\n", "\n", "ax[0].plot()\n", "ax[0].legend(fontsize=15, ncol=2)\n", "ax[0].set_ylim(0.95, 1.05)\n", "ax[1].set_ylim(-0.05, 0.05)\n", "ax[0].grid(False)\n", "ax[1].grid(False)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "edges-analysis", "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": "3.11.10" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }