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{
"cells": [
{
"cell_type": "markdown",
"id": "229133b1",
"metadata": {},
"source": [
"# Horizon Scanner\n",
"\n",
"## Attribution\n",
"\n",
"This code was adapted from [this notebook](https://github.com/robotopia/horizon-rfi/blob/main/horizon_rfi.ipynb). And has been changed to work on real visibilities instead."
]
},
{
"cell_type": "code",
"execution_count": 254,
"id": "18b9dd1a",
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import pandas as pd\n",
"\n",
"from astropy.io import fits\n",
"import astropy.units as u\n",
"from astropy.units import cds, Unit\n",
"from astropy.time import Time\n",
"\n",
"import mwa_hyperbeam\n",
"\n",
"c = cds.c"
]
},
{
"cell_type": "markdown",
"id": "7dcb72d8",
"metadata": {},
"source": [
"# Forward simulation (model horizon --> visibilities)"
]
},
{
"cell_type": "markdown",
"id": "e680ce12",
"metadata": {},
"source": [
"## Get the antenna positions"
]
},
{
"cell_type": "code",
"execution_count": 149,
"id": "be6288ad",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Antenna</th>\n",
" <th>TileName</th>\n",
" <th>North</th>\n",
" <th>East</th>\n",
" <th>Height</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>86</th>\n",
" <td>0</td>\n",
" <td>Tile011</td>\n",
" <td>265.813995</td>\n",
" <td>-149.785004</td>\n",
" <td>377.010986</td>\n",
" </tr>\n",
" <tr>\n",
" <th>84</th>\n",
" <td>1</td>\n",
" <td>Tile012</td>\n",
" <td>270.187988</td>\n",
" <td>-95.364998</td>\n",
" <td>377.285004</td>\n",
" </tr>\n",
" <tr>\n",
" <th>82</th>\n",
" <td>2</td>\n",
" <td>Tile013</td>\n",
" <td>266.020996</td>\n",
" <td>-88.512001</td>\n",
" <td>377.308990</td>\n",
" </tr>\n",
" <tr>\n",
" <th>80</th>\n",
" <td>3</td>\n",
" <td>Tile014</td>\n",
" <td>258.431000</td>\n",
" <td>-78.697998</td>\n",
" <td>377.290985</td>\n",
" </tr>\n",
" <tr>\n",
" <th>94</th>\n",
" <td>4</td>\n",
" <td>Tile015</td>\n",
" <td>248.451996</td>\n",
" <td>-86.940002</td>\n",
" <td>377.338989</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>32</th>\n",
" <td>123</td>\n",
" <td>Tile164</td>\n",
" <td>-863.781982</td>\n",
" <td>-575.533020</td>\n",
" <td>375.522003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>46</th>\n",
" <td>124</td>\n",
" <td>Tile165</td>\n",
" <td>-638.870972</td>\n",
" <td>-674.020996</td>\n",
" <td>375.339996</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>125</td>\n",
" <td>Tile166</td>\n",
" <td>-245.106995</td>\n",
" <td>-631.403015</td>\n",
" <td>375.544006</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td>126</td>\n",
" <td>Tile167</td>\n",
" <td>-169.362000</td>\n",
" <td>-633.237000</td>\n",
" <td>375.615997</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td>127</td>\n",
" <td>Tile168</td>\n",
" <td>-257.660004</td>\n",
" <td>-568.539978</td>\n",
" <td>375.246002</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>128 rows × 5 columns</p>\n",
"</div>"
],
"text/plain": [
" Antenna TileName North East Height\n",
"86 0 Tile011 265.813995 -149.785004 377.010986\n",
"84 1 Tile012 270.187988 -95.364998 377.285004\n",
"82 2 Tile013 266.020996 -88.512001 377.308990\n",
"80 3 Tile014 258.431000 -78.697998 377.290985\n",
"94 4 Tile015 248.451996 -86.940002 377.338989\n",
".. ... ... ... ... ...\n",
"32 123 Tile164 -863.781982 -575.533020 375.522003\n",
"46 124 Tile165 -638.870972 -674.020996 375.339996\n",
"44 125 Tile166 -245.106995 -631.403015 375.544006\n",
"42 126 Tile167 -169.362000 -633.237000 375.615997\n",
"40 127 Tile168 -257.660004 -568.539978 375.246002\n",
"\n",
"[128 rows x 5 columns]"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# wget -O \"1090870520.metafits\" \"http://ws.mwatelescope.org/metadata/fits?obs_id=1090870520\"\n",
"from typing import List\n",
"\n",
"with fits.open(\"1090870520.metafits\") as metafits:\n",
" # N = metafits[1].data[\"north\"][::2] * u.m\n",
" # E = metafits[1].data[\"east\"][::2] * u.m\n",
" # this does N and E in the same order as uvfits\n",
" metafits_ants = pd.DataFrame(dict([\n",
" (col, list(metafits['TILEDATA'].data.field(col)[:]))\n",
" for col in ['Antenna', 'TileName', 'North', 'East', 'Height']\n",
" ])).drop_duplicates('Antenna').sort_values('Antenna')\n",
" N = np.array(metafits_ants['North']) * u.m\n",
" E = np.array(metafits_ants['East']) * u.m\n",
" metafits.close()\n",
" \n",
"nant = len(N)\n",
"display(metafits_ants)"
]
},
{
"cell_type": "markdown",
"id": "2eb8b8fe",
"metadata": {},
"source": [
"## Construct a horizon (RFI) function"
]
},
{
"cell_type": "code",
"execution_count": 195,
"id": "e56dafb6",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Let φ be the compass bearing (angle from North towards East)\n",
"φ = np.linspace(0, 360, num=360, endpoint=False) * u.degree\n",
"dφ = 360/len(φ) * u.degree\n",
"\n",
"# A point-like RFI source at about bearing 120°\n",
"RFI_1 = np.zeros(φ.shape) * u.Jy / dφ\n",
"RFI_1[len(φ)//3] = 1 * u.Jy / dφ\n",
"\n",
"# A diffuse, Gaussian source centred at 190°\n",
"σ = 5 * u.degree\n",
"μ = 190 * u.degree\n",
"A = 2 * u.Jy / dφ\n",
"RFI_2 = A * (dφ / σ*np.sqrt(2*np.pi)) * np.exp(-0.5*(φ - μ)**2 / σ**2)\n",
"\n",
"# Total RFI\n",
"RFI = RFI_1 + RFI_2\n",
"\n",
"plt.plot(φ, RFI)\n",
"plt.xlabel(f\"φ ({φ.unit})\")\n",
"plt.ylabel(f\"(RFI) Power ({RFI.unit})\")\n",
"\n",
"# Let the RFI be at some particular frequency.\n",
"# Dev: I've chosen a frequency around the peak of the signal, away from the \n",
"# coarse channel edges and center\n",
"ν: Unit = 177_635_000 * u.Hz\n",
"λ: Unit = c/ν"
]
},
{
"cell_type": "markdown",
"id": "154ee6c7",
"metadata": {},
"source": [
"This function is what we're going to try and recover."
]
},
{
"cell_type": "markdown",
"id": "848bc313",
"metadata": {},
"source": [
"## Simulate the visibilities for each baseline"
]
},
{
"cell_type": "markdown",
"id": "8622f617",
"metadata": {},
"source": [
"The interferometric measurement equation, for baseline $ij$:\n",
"\n",
"$$ V_{ij} = \\int_0^{2\\pi} I(\\vec{\\varphi}) \\, e^{-2\\pi j \\vec{D}_{ij,\\lambda} \\cdot \\vec{\\varphi}} \\, \\text{d}\\varphi, $$\n",
"\n",
"where\n",
"- $I(\\vec{\\varphi})$ is the RFI power per (1D) beam (in this case, `RFI`), multiplied by the beam (see below)\n",
"- $\\vec{D}_{ij,\\lambda}$ is the baseline vector (`Dλvec`)\n",
"- $\\vec{\\varphi}$ is the source direction (`φvec`)\n",
"- $j$ is doubling up both as one of the tile indices *and* as the complex number $\\sqrt{-1}$"
]
},
{
"cell_type": "code",
"execution_count": 196,
"id": "3d0da8c3",
"metadata": {},
"outputs": [],
"source": [
"# The baseline vectors expressed in terms of number of wavelengths\n",
"# The coordinate system is (p,q), where p-hat is north and q-hat is east\n",
"dvec_antpairs = np.array([[i, j] for i in range(nant-1) for j in range(i+1, nant)])\n",
"# Dλvec = [[((N[j] - N[i])/λ).decompose(),\n",
"# ((E[j] - E[i])/λ).decompose()] for (i, j) in dvec_antpairs]\n",
"Dλvec = np.stack((\n",
" (N[dvec_antpairs[:, 1]] - N[dvec_antpairs[:, 0]])/λ,\n",
" (E[dvec_antpairs[:, 1]] - E[dvec_antpairs[:, 0]])/λ\n",
"), axis=1).decompose()\n"
]
},
{
"cell_type": "code",
"execution_count": 197,
"id": "817b9900",
"metadata": {},
"outputs": [],
"source": [
"# The direction cosines\n",
"# φvec = np.array([[np.cos(φi), np.sin(φi)] for φi in φ])\n",
"φvec = np.stack((\n",
" np.cos(φ), np.sin(φ)\n",
"), axis=1)"
]
},
{
"cell_type": "markdown",
"id": "989f2890",
"metadata": {},
"source": [
"### The beam response\n",
"\n",
"For now, we will assume a zenith pointing."
]
},
{
"cell_type": "code",
"execution_count": 198,
"id": "c9e0e029",
"metadata": {},
"outputs": [],
"source": [
"# Adapted from https://github.com/MWATelescope/mwa_hyperbeam/blob/main/examples/fee.py\n",
"\n",
"beam = mwa_hyperbeam.FEEBeam() # Assumes that the environment variable MWA_BEAM_FILE contains\n",
" # the path to the embedded element HDF5 file\n",
"delays = [0] * 16\n",
"amps = [1.0] * 16\n",
"norm_to_zenith = True\n",
"array_latitude_rad = None # Turns off parallactic angle correction\n",
"iau_order = False # Doesn't matter since parallactic angle correction is turned off\n",
"\n",
"# Note on parallactic angle correction: we're assuming the RFI to be Stokes I, so we can get away with ignoring\n",
"# the parallactic angle correction altogether\n",
"\n",
"az = (φ - 90*u.degree).to(u.radian).value # Hyperbeam wants directions measured from East instead of North\n",
"za = np.full(az.shape, np.pi/2) # i.e. the horizon\n",
"\n",
"# theta and phi are sky coordinate angles, theta zenith angle, phi azimuth\n",
"B = beam.calc_jones_array(az, za, ν.to(u.Hertz).value, delays, amps, norm_to_zenith, array_latitude_rad, iau_order)\n",
"\n",
"# Reshape matrices from 4x1 to 2x2:\n",
"B = np.reshape(B, (-1, 2, 2))\n",
"\n",
"# The units of the beam matrix are voltages per Jansky.\n",
"# The true scaling will be wrong because we're normalising to zenith, but it doesn't matter.\n",
"B_unit = u.V / u.Jy"
]
},
{
"cell_type": "code",
"execution_count": 199,
"id": "e5e5f42f",
"metadata": {
"scrolled": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1000 × |B[0]| = [[3.46613554e+00 4.86456883e-03]\n",
" [5.26294560e-03 5.61057753e+00]]\n"
]
},
{
"data": {
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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, axs = plt.subplots(nrows=2, ncols=1, sharex=True)\n",
"\n",
"# qθ is how much light polarized in the theta direction is picked up by the q dipole?\n",
"\n",
"axs[0].plot(φ, np.rad2deg(np.angle(B[:,0,0])), label=\"qθ\")\n",
"axs[0].plot(φ, np.rad2deg(np.angle(B[:,0,1])), label=\"qφ\")\n",
"axs[0].plot(φ, np.rad2deg(np.angle(B[:,1,0])), label=\"pθ\")\n",
"axs[0].plot(φ, np.rad2deg(np.angle(B[:,1,1])), label=\"pφ\")\n",
"#axs[0].set_xlabel(f\"φ ({φ.unit})\")\n",
"axs[0].set_ylabel(f\"Phase (deg)\")\n",
"axs[0].set_ylim([-180, 180])\n",
"axs[0].legend()\n",
"\n",
"axs[1].plot(φ, np.abs(B[:,0,0]), label=\"qθ\")\n",
"axs[1].plot(φ, np.abs(B[:,0,1]), label=\"qφ\")\n",
"axs[1].plot(φ, np.abs(B[:,1,0]), label=\"pθ\")\n",
"axs[1].plot(φ, np.abs(B[:,1,1]), label=\"pφ\")\n",
"axs[1].set_ylabel(f\"\\\"Gain\\\" ({B_unit})\")\n",
"axs[1].legend()\n",
"\n",
"axs[-1].set_xlabel(f\"φ ({φ.unit})\")\n",
"\n",
"# Print out the first matrix's amplitudes, just to get a sense\n",
"print(\"1000 × |B[0]| =\", np.abs(B[0])*1e3)"
]
},
{
"cell_type": "markdown",
"id": "63d4091f",
"metadata": {},
"source": [
"Now, we apply the beam to the RFI power, assumed to be Stokes I.\n",
"\n",
"Be aware that in the following, ${\\bf I}$ is the total instrumental response, whereas $S_I$ is Stokes I, etc."
]
},
{
"cell_type": "code",
"execution_count": 200,
"id": "92e8aded",
"metadata": {},
"outputs": [],
"source": [
"S_I = RFI\n",
"S_Q = np.zeros(RFI.shape) * RFI.unit\n",
"S_U = np.zeros(RFI.shape) * RFI.unit\n",
"S_V = np.zeros(RFI.shape) * RFI.unit\n",
"\n",
"# The coherency matrix (a reminder that for Stokes I sources, parallactic angle can be ignored)\n",
"eeH = [0.5 * np.array([[S_I[i] + S_Q[i], S_U[i] - S_V[i]*1j], [S_U[i] + S_V[i]*1j, S_I[i] - S_Q[i]]])\n",
" for i in range(len(RFI))]\n",
"\n",
"I = np.array([B[i] @ eeH[i] @ np.linalg.pinv(B[i]) for i in range(len(B))])"
]
},
{
"cell_type": "markdown",
"id": "6c842c9d",
"metadata": {},
"source": [
"$I$ is now the instrumental response (for MWA-style cross dipoles) as a function of look-direction around the horizon.\n",
"It is an array of $2 \\times 2$ matrices, whose outermost dimension is the number of look directions."
]
},
{
"cell_type": "markdown",
"id": "e7c43b07",
"metadata": {},
"source": [
"### Putting it all together"
]
},
{
"cell_type": "markdown",
"id": "e1e956b7",
"metadata": {},
"source": [
"For our discretely sampled $I(\\vec{\\varphi})$, the integral becomes a sum over $n$ directions:\n",
"\n",
"$$ V_{ij} = \\sum_n I_n \\, e^{-2\\pi j \\vec{D}_{ij,\\lambda} \\cdot \\vec{\\varphi}_n} \\, \\Delta\\varphi, $$\n",
"\n",
"This resembles a DFT, but it isn't a DFT because $\\vec{D}_{ij,\\lambda} \\cdot \\vec{\\varphi}_n$ is not linear in $n$.\n",
"In fact, it is $|\\vec{D}_\\lambda|\\,\\cos(\\varphi_n - \\theta_{ij})$, where $|\\vec{D}_{ij,\\lambda}|$ is the baseline length, and $\\theta_{ij}$ is the baseline direction.\n",
"\n",
"So, because we cannot use an FFT to compute this, we compute it directly as a matrix multiplication:\n",
"\n",
"$$ {\\bf V}_{ij} = {\\bf T}_{ij,n} {\\bf I}_n \\, \\Delta\\varphi, $$\n",
"\n",
"or, without the explicit indices,\n",
"\n",
"$$ {\\bf V} = {\\bf T} {\\bf I} \\, \\Delta\\varphi, $$\n",
"\n",
"where\n",
"- ${\\bf T}$ is the matrix of twiddle factors for baseline $ij$ and direction $n$ (`tw`)."
]
},
{
"cell_type": "code",
"execution_count": 201,
"id": "02b099da",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(8128, 2) (360, 2)\n",
"(8128, 360)\n"
]
}
],
"source": [
"# The twiddle factors\n",
"print(Dλvec.shape, φvec.shape)\n",
"# tw = np.array([[np.exp(-1j*2*np.pi*np.dot(Dλ, φvec[i])) for i in range(len(φ))] for Dλ in Dλvec])\n",
"tw = np.exp(-1j*2*np.pi*np.einsum('ik,jk->ij', Dλvec, φvec))\n",
"print(tw.shape)\n",
"# display(pd.DataFrame(tw[:5,:5]))"
]
},
{
"cell_type": "code",
"execution_count": 202,
"id": "c7796fab",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(8128, 2, 2)\n"
]
}
],
"source": [
"# Construct the visibilities (the einsum is necessary because I and V are themselves arrays of matrices)\n",
"V = np.einsum('in,njk', tw, I) * dφ * u.V / u.degree\n",
"\n",
"# Add noise\n",
"noise_amp = 5.0\n",
"V += noise_amp*(np.random.randn(*V.shape) +\n",
" np.random.randn(*V.shape)*1j) * u.V\n",
"\n",
"print(V.shape)"
]
},
{
"cell_type": "markdown",
"id": "39421ae2",
"metadata": {},
"source": [
"# Recovering the horizon (visibilities --> model)"
]
},
{
"cell_type": "markdown",
"id": "80a2ad12",
"metadata": {},
"source": [
"## Apply the beam correction\n",
"\n",
"In this simulation, we have used the same beam for all tiles, but this can be generalised in case of dead dipoles, etc."
]
},
{
"cell_type": "code",
"execution_count": 203,
"id": "80dd8811",
"metadata": {},
"outputs": [],
"source": [
"# Beam-corrected visilibities\n",
"Vb = np.array([np.linalg.pinv(B[i]) @ V[i] @ B[i] for i in range(len(B))])"
]
},
{
"cell_type": "markdown",
"id": "fc8de327",
"metadata": {},
"source": [
"The beam corrected visilibities ${\\bf V}_b = {\\bf B}^{-1} {\\bf V} {\\bf B}$ (or, in the code, `Vb`)."
]
},
{
"cell_type": "markdown",
"id": "183f2618",
"metadata": {},
"source": [
"## Test least squares inversion\n",
"\n",
"To recover the horizon power, we need to invert the matrix equation above. One method is to use least squares:\n",
"\n",
"$$ \\tilde{\\bf I} = ({\\bf T}^T {\\bf T})^{-1} {\\bf T}^T {\\bf V}_b \\, \\Delta\\varphi^{-1} $$"
]
},
{
"cell_type": "code",
"execution_count": 204,
"id": "fca410a3",
"metadata": {},
"outputs": [],
"source": [
"# If I and V weren't arrays of matrices, then the above could be implemented using the very readable line:\n",
"# Itilde = np.linalg.pinv(tw.T @ tw) @ tw.T @ V / dφ\n",
"# However, this needs an einsum, so we'll pre-calculate all of the terms involving just the T first,\n",
"# which we can do without einsum:\n",
"# (T^T @ T)^{-1} T^T\n",
"TTTTT = np.linalg.pinv(tw.T @ tw) @ tw.T / dφ\n",
"\n",
"def vis_to_instrument(V):\n",
" # And then use an einsum for the final matrix multiplication:\n",
" Itilde = np.einsum('nk,kpq', TTTTT, V)\n",
"\n",
" # Make them hermitian (equiv. to including \"reverse\" baselines)\n",
" Itilde = (Itilde + np.conj(np.transpose(Itilde, axes=(0,2,1)))) / B_unit\n",
" \n",
" return Itilde\n",
"\n",
"Itilde = vis_to_instrument(V)"
]
},
{
"cell_type": "code",
"execution_count": 234,
"id": "11572f15",
"metadata": {},
"outputs": [],
"source": [
"# And thence the reconstructed Stokes parameters\n",
"# Ignoring the factor of half, since we're only using half the baselines\n",
"\n",
"def reconstruct_stokes(Itilde):\n",
" tilde_S_I = 0.5*(Itilde[:,0,0] + Itilde[:,1,1])\n",
" tilde_S_Q = 0.5*(Itilde[:,0,0] - Itilde[:,1,1])\n",
" tilde_S_U = 0.5*(Itilde[:,0,1] + Itilde[:,1,0])\n",
" tilde_S_V = 0.5j*(Itilde[:,1,0] - Itilde[:,0,1])\n",
" \n",
" return tilde_S_I, tilde_S_Q, tilde_S_U, tilde_S_V"
]
},
{
"cell_type": "code",
"execution_count": 238,
"id": "645887bb",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 1000x1000 with 8 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Plot things up\n",
"\n",
"def plot_stokes(Itilde, show_true=True):\n",
" tilde_S_I, tilde_S_Q, tilde_S_U, tilde_S_V = reconstruct_stokes(Itilde)\n",
" fig, axs = plt.subplots(nrows=4, ncols=2, sharex=True, figsize=(10,10))\n",
"\n",
" # Plots of the true signal and the recovered signal\n",
" axs[0][0].plot(φ, tilde_S_I, label=\"$\\\\tilde{I}$\")\n",
" if show_true:\n",
" axs[0][0].plot(φ, S_I, label=\"$I$\")\n",
" axs[0][0].set_ylabel(f\"{RFI.unit}\")\n",
" axs[0][0].legend()\n",
"\n",
" axs[1][0].plot(φ, tilde_S_Q, label=\"$\\\\tilde{Q}$\")\n",
" if show_true:\n",
" axs[1][0].plot(φ, S_Q, label=\"$Q$\")\n",
" axs[1][0].set_ylabel(f\"{RFI.unit}\")\n",
" axs[1][0].legend()\n",
"\n",
" axs[2][0].plot(φ, tilde_S_U, label=\"$\\\\tilde{U}$\")\n",
" if show_true:\n",
" axs[2][0].plot(φ, S_U, label=\"$U$\")\n",
" axs[2][0].set_ylabel(f\"{RFI.unit}\")\n",
" axs[2][0].legend()\n",
"\n",
" axs[3][0].plot(φ, tilde_S_V, label=\"$\\\\tilde{V}$\")\n",
" if show_true:\n",
" axs[3][0].plot(φ, S_V, label=\"$V$\")\n",
" axs[3][0].set_ylabel(f\"{RFI.unit}\")\n",
" axs[3][0].legend()\n",
"\n",
" # Plots of the _difference_ between the true signal and the recovered signal\n",
" if show_true:\n",
" axs[0][1].plot(φ, S_I - tilde_S_I)\n",
" axs[0][1].set_title(\"$I - \\\\tilde{I}$\")\n",
"\n",
" axs[1][1].plot(φ, S_Q - tilde_S_Q)\n",
" axs[1][1].set_title(\"$Q - \\\\tilde{Q}$\")\n",
"\n",
" axs[2][1].plot(φ, S_U - tilde_S_U)\n",
" axs[2][1].set_title(\"$U - \\\\tilde{U}$\")\n",
"\n",
" axs[3][1].plot(φ, S_V - tilde_S_V)\n",
" axs[3][1].set_title(\"$V - \\\\tilde{V}$\")\n",
"\n",
" axs[-1][0].set_xlabel(f\"φ ({φ.unit})\")\n",
" axs[-1][1].set_xlabel(f\"φ ({φ.unit})\")\n",
" else:\n",
" axs[0][1].plot(φ, Itilde[:,0,0])\n",
" axs[0][1].set_title(\"$\\\\tilde{I}_{pp}$\")\n",
"\n",
" axs[1][1].plot(φ, Itilde[:,0,1])\n",
" axs[1][1].set_title(\"$\\\\tilde{I}_{pq}$\")\n",
"\n",
" axs[2][1].plot(φ, Itilde[:,1,0])\n",
" axs[2][1].set_title(\"$\\\\tilde{I}_{qp}$\")\n",
"\n",
" axs[3][1].plot(φ, Itilde[:,1,1])\n",
" axs[3][1].set_title(\"$\\\\tilde{I}_{qq}$\")\n",
"\n",
" axs[-1][0].set_xlabel(f\"φ ({φ.unit})\")\n",
" axs[-1][1].set_xlabel(f\"φ ({φ.unit})\")\n",
" \n",
"plot_stokes(Itilde)\n"
]
},
{
"cell_type": "markdown",
"id": "914da157",
"metadata": {},
"source": [
"let's do this with real data now"
]
},
{
"cell_type": "code",
"execution_count": 270,
"id": "6a9e5ed0",
"metadata": {},
"outputs": [],
"source": [
"def make_fits_axis_array(hdu, axis):\n",
" count = hdu.header[f\"NAXIS{axis}\"]\n",
" crval = hdu.header[f\"CRVAL{axis}\"]\n",
" cdelt = hdu.header[f\"CDELT{axis}\"]\n",
" crpix = hdu.header[f\"CRPIX{axis}\"]\n",
" return cdelt * (np.arange(count) - crpix) + crval\n",
"\n",
"# first pass reads metadata\n",
"uvpath = \"hyp_1090870520_sub_30l_src4k_8s_80kHz.uvfits\"\n",
"with fits.open(uvpath) as hdus:\n",
" vis_hdu = hdus['PRIMARY']\n",
" \n",
" # the uvfits baseline of each row in the timestep-baseline axis\n",
" baseline_array = np.int64(vis_hdu.data[\"BASELINE\"])\n",
" Nbls = len(baseline_array)\n",
" obsid = vis_hdu.header[\"OBJECT\"]\n",
" assert Nbls == vis_hdu.header[\"GCOUNT\"]\n",
" unique_baselines = np.sort(\n",
" np.unique(baseline_array))\n",
" Nbls = len(unique_baselines)\n",
" channel_width = vis_hdu.header['CDELT4']\n",
"\n",
" _time_array = np.float64(vis_hdu.data[\"DATE\"])\n",
" time_array = Time(_time_array, format='jd', scale='utc')\n",
" unique_times = Time(np.sort(np.unique(_time_array)), format='jd', scale='utc')\n",
" Ntimes = len(unique_times)\n",
"\n",
" ant_2_array = baseline_array % 256 - 1\n",
" ant_1_array = (baseline_array\n",
" - ant_2_array) // 256 - 1\n",
" antpairs = np.stack(\n",
" (ant_1_array, ant_2_array), axis=1)\n",
" antpairs = np.sort(\n",
" np.unique(antpairs, axis=0))\n",
" assert antpairs.shape[0] == Nbls\n",
"\n",
" freq_array = make_fits_axis_array(vis_hdu, 4) * u.Hz\n",
" Nfreqs = len(freq_array)\n",
"\n",
" polarization_array = np.int32(\n",
" make_fits_axis_array(vis_hdu, 3))\n",
" Npols = len(polarization_array)\n",
"\n",
" # uvfits stores uvw coordinates [meters] divided by c [meters/second] \n",
" uvw_array = np.array(np.stack((\n",
" vis_hdu.data['UU'],\n",
" vis_hdu.data['VV'],\n",
" vis_hdu.data['WW'],\n",
" )).T) * u.s\n",
"\n",
" ant_hdu = hdus['AIPS AN']\n",
" ant_names = ant_hdu.data[\"ANNAME\"]\n",
" antenna_numbers = ant_hdu.data.field(\"NOSTA\") - 1\n",
" ant_pos = ant_hdu.data.field(\"STABXYZ\")\n",
" "
]
},
{
"cell_type": "markdown",
"id": "048d578a",
"metadata": {},
"source": [
"check everything is all groovy between uvfits and metafits"
]
},
{
"cell_type": "code",
"execution_count": 271,
"id": "d48275f7",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.legend.Legend at 0x7f93fb2d5a60>"
]
},
"execution_count": 271,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# -> number of ants is the same between uvfits and metafits\n",
"assert nant == len(ant_names)\n",
"# -> tilenames are in the order we expect\n",
"assert [*ant_names] == [*metafits_ants['TileName']]\n",
"# -> antpair ordering is the same\n",
"cross_antpairs = [(ap[0], ap[1]) for ap in antpairs if ap[0] != ap[1]]\n",
"assert (dvec_antpairs == cross_antpairs).all()\n",
" \n",
"# -> check baseline vector coordinates are linear\n",
"plt.scatter(N, ant_pos[:,0], label=\"metafits North vs uvfits stabX\")\n",
"plt.scatter(E, ant_pos[:,1], label=\"metafits East vs uvfits stabY\")\n",
"plt.scatter(Dλvec[:, 0], -uvw_array[:len(Dλvec), 1] * ν, label=\"dvec[0] vs -uvw.v\")\n",
"plt.scatter(Dλvec[:, 1], -uvw_array[:len(Dλvec), 0] * ν, label=\"dvec[1] vs -uvw.u\")\n",
"plt.legend()"
]
},
{
"cell_type": "markdown",
"id": "60c80026",
"metadata": {},
"source": [
"what indices do we wanna use?"
]
},
{
"cell_type": "code",
"execution_count": 297,
"id": "f309f352",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>0</th>\n",
" <th>1</th>\n",
" <th>2</th>\n",
" <th>3</th>\n",
" <th>4</th>\n",
" <th>5</th>\n",
" <th>6</th>\n",
" <th>7</th>\n",
" <th>8</th>\n",
" <th>9</th>\n",
" <th>10</th>\n",
" <th>11</th>\n",
" <th>12</th>\n",
" <th>13</th>\n",
" <th>14</th>\n",
" <th>15</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>166.995</td>\n",
" <td>167.075</td>\n",
" <td>167.155</td>\n",
" <td>167.235</td>\n",
" <td>167.315</td>\n",
" <td>167.395</td>\n",
" <td>167.475</td>\n",
" <td>167.555</td>\n",
" <td>167.635</td>\n",
" <td>167.715</td>\n",
" <td>167.795</td>\n",
" <td>167.875</td>\n",
" <td>167.955</td>\n",
" <td>168.035</td>\n",
" <td>168.115</td>\n",
" <td>168.195</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>168.275</td>\n",
" <td>168.355</td>\n",
" <td>168.435</td>\n",
" <td>168.515</td>\n",
" <td>168.595</td>\n",
" <td>168.675</td>\n",
" <td>168.755</td>\n",
" <td>168.835</td>\n",
" <td>168.915</td>\n",
" <td>168.995</td>\n",
" <td>169.075</td>\n",
" <td>169.155</td>\n",
" <td>169.235</td>\n",
" <td>169.315</td>\n",
" <td>169.395</td>\n",
" <td>169.475</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>169.555</td>\n",
" <td>169.635</td>\n",
" <td>169.715</td>\n",
" <td>169.795</td>\n",
" <td>169.875</td>\n",
" <td>169.955</td>\n",
" <td>170.035</td>\n",
" <td>170.115</td>\n",
" <td>170.195</td>\n",
" <td>170.275</td>\n",
" <td>170.355</td>\n",
" <td>170.435</td>\n",
" <td>170.515</td>\n",
" <td>170.595</td>\n",
" <td>170.675</td>\n",
" <td>170.755</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>170.835</td>\n",
" <td>170.915</td>\n",
" <td>170.995</td>\n",
" <td>171.075</td>\n",
" <td>171.155</td>\n",
" <td>171.235</td>\n",
" <td>171.315</td>\n",
" <td>171.395</td>\n",
" <td>171.475</td>\n",
" <td>171.555</td>\n",
" <td>171.635</td>\n",
" <td>171.715</td>\n",
" <td>171.795</td>\n",
" <td>171.875</td>\n",
" <td>171.955</td>\n",
" <td>172.035</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>172.115</td>\n",
" <td>172.195</td>\n",
" <td>172.275</td>\n",
" <td>172.355</td>\n",
" <td>172.435</td>\n",
" <td>172.515</td>\n",
" <td>172.595</td>\n",
" <td>172.675</td>\n",
" <td>172.755</td>\n",
" <td>172.835</td>\n",
" <td>172.915</td>\n",
" <td>172.995</td>\n",
" <td>173.075</td>\n",
" <td>173.155</td>\n",
" <td>173.235</td>\n",
" <td>173.315</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>173.395</td>\n",
" <td>173.475</td>\n",
" <td>173.555</td>\n",
" <td>173.635</td>\n",
" <td>173.715</td>\n",
" <td>173.795</td>\n",
" <td>173.875</td>\n",
" <td>173.955</td>\n",
" <td>174.035</td>\n",
" <td>174.115</td>\n",
" <td>174.195</td>\n",
" <td>174.275</td>\n",
" <td>174.355</td>\n",
" <td>174.435</td>\n",
" <td>174.515</td>\n",
" <td>174.595</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>174.675</td>\n",
" <td>174.755</td>\n",
" <td>174.835</td>\n",
" <td>174.915</td>\n",
" <td>174.995</td>\n",
" <td>175.075</td>\n",
" <td>175.155</td>\n",
" <td>175.235</td>\n",
" <td>175.315</td>\n",
" <td>175.395</td>\n",
" <td>175.475</td>\n",
" <td>175.555</td>\n",
" <td>175.635</td>\n",
" <td>175.715</td>\n",
" <td>175.795</td>\n",
" <td>175.875</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>175.955</td>\n",
" <td>176.035</td>\n",
" <td>176.115</td>\n",
" <td>176.195</td>\n",
" <td>176.275</td>\n",
" <td>176.355</td>\n",
" <td>176.435</td>\n",
" <td>176.515</td>\n",
" <td>176.595</td>\n",
" <td>176.675</td>\n",
" <td>176.755</td>\n",
" <td>176.835</td>\n",
" <td>176.915</td>\n",
" <td>176.995</td>\n",
" <td>177.075</td>\n",
" <td>177.155</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>177.235</td>\n",
" <td>177.315</td>\n",
" <td>177.395</td>\n",
" <td>177.475</td>\n",
" <td>177.555</td>\n",
" <td>177.635</td>\n",
" <td>177.715</td>\n",
" <td>177.795</td>\n",
" <td>177.875</td>\n",
" <td>177.955</td>\n",
" <td>178.035</td>\n",
" <td>178.115</td>\n",
" <td>178.195</td>\n",
" <td>178.275</td>\n",
" <td>178.355</td>\n",
" <td>178.435</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>178.515</td>\n",
" <td>178.595</td>\n",
" <td>178.675</td>\n",
" <td>178.755</td>\n",
" <td>178.835</td>\n",
" <td>178.915</td>\n",
" <td>178.995</td>\n",
" <td>179.075</td>\n",
" <td>179.155</td>\n",
" <td>179.235</td>\n",
" <td>179.315</td>\n",
" <td>179.395</td>\n",
" <td>179.475</td>\n",
" <td>179.555</td>\n",
" <td>179.635</td>\n",
" <td>179.715</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>179.795</td>\n",
" <td>179.875</td>\n",
" <td>179.955</td>\n",
" <td>180.035</td>\n",
" <td>180.115</td>\n",
" <td>180.195</td>\n",
" <td>180.275</td>\n",
" <td>180.355</td>\n",
" <td>180.435</td>\n",
" <td>180.515</td>\n",
" <td>180.595</td>\n",
" <td>180.675</td>\n",
" <td>180.755</td>\n",
" <td>180.835</td>\n",
" <td>180.915</td>\n",
" <td>180.995</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>181.075</td>\n",
" <td>181.155</td>\n",
" <td>181.235</td>\n",
" <td>181.315</td>\n",
" <td>181.395</td>\n",
" <td>181.475</td>\n",
" <td>181.555</td>\n",
" <td>181.635</td>\n",
" <td>181.715</td>\n",
" <td>181.795</td>\n",
" <td>181.875</td>\n",
" <td>181.955</td>\n",
" <td>182.035</td>\n",
" <td>182.115</td>\n",
" <td>182.195</td>\n",
" <td>182.275</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>182.355</td>\n",
" <td>182.435</td>\n",
" <td>182.515</td>\n",
" <td>182.595</td>\n",
" <td>182.675</td>\n",
" <td>182.755</td>\n",
" <td>182.835</td>\n",
" <td>182.915</td>\n",
" <td>182.995</td>\n",
" <td>183.075</td>\n",
" <td>183.155</td>\n",
" <td>183.235</td>\n",
" <td>183.315</td>\n",
" <td>183.395</td>\n",
" <td>183.475</td>\n",
" <td>183.555</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>183.635</td>\n",
" <td>183.715</td>\n",
" <td>183.795</td>\n",
" <td>183.875</td>\n",
" <td>183.955</td>\n",
" <td>184.035</td>\n",
" <td>184.115</td>\n",
" <td>184.195</td>\n",
" <td>184.275</td>\n",
" <td>184.355</td>\n",
" <td>184.435</td>\n",
" <td>184.515</td>\n",
" <td>184.595</td>\n",
" <td>184.675</td>\n",
" <td>184.755</td>\n",
" <td>184.835</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>184.915</td>\n",
" <td>184.995</td>\n",
" <td>185.075</td>\n",
" <td>185.155</td>\n",
" <td>185.235</td>\n",
" <td>185.315</td>\n",
" <td>185.395</td>\n",
" <td>185.475</td>\n",
" <td>185.555</td>\n",
" <td>185.635</td>\n",
" <td>185.715</td>\n",
" <td>185.795</td>\n",
" <td>185.875</td>\n",
" <td>185.955</td>\n",
" <td>186.035</td>\n",
" <td>186.115</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>186.195</td>\n",
" <td>186.275</td>\n",
" <td>186.355</td>\n",
" <td>186.435</td>\n",
" <td>186.515</td>\n",
" <td>186.595</td>\n",
" <td>186.675</td>\n",
" <td>186.755</td>\n",
" <td>186.835</td>\n",
" <td>186.915</td>\n",
" <td>186.995</td>\n",
" <td>187.075</td>\n",
" <td>187.155</td>\n",
" <td>187.235</td>\n",
" <td>187.315</td>\n",
" <td>187.395</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>187.475</td>\n",
" <td>187.555</td>\n",
" <td>187.635</td>\n",
" <td>187.715</td>\n",
" <td>187.795</td>\n",
" <td>187.875</td>\n",
" <td>187.955</td>\n",
" <td>188.035</td>\n",
" <td>188.115</td>\n",
" <td>188.195</td>\n",
" <td>188.275</td>\n",
" <td>188.355</td>\n",
" <td>188.435</td>\n",
" <td>188.515</td>\n",
" <td>188.595</td>\n",
" <td>188.675</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>188.755</td>\n",
" <td>188.835</td>\n",
" <td>188.915</td>\n",
" <td>188.995</td>\n",
" <td>189.075</td>\n",
" <td>189.155</td>\n",
" <td>189.235</td>\n",
" <td>189.315</td>\n",
" <td>189.395</td>\n",
" <td>189.475</td>\n",
" <td>189.555</td>\n",
" <td>189.635</td>\n",
" <td>189.715</td>\n",
" <td>189.795</td>\n",
" <td>189.875</td>\n",
" <td>189.955</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>190.035</td>\n",
" <td>190.115</td>\n",
" <td>190.195</td>\n",
" <td>190.275</td>\n",
" <td>190.355</td>\n",
" <td>190.435</td>\n",
" <td>190.515</td>\n",
" <td>190.595</td>\n",
" <td>190.675</td>\n",
" <td>190.755</td>\n",
" <td>190.835</td>\n",
" <td>190.915</td>\n",
" <td>190.995</td>\n",
" <td>191.075</td>\n",
" <td>191.155</td>\n",
" <td>191.235</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>191.315</td>\n",
" <td>191.395</td>\n",
" <td>191.475</td>\n",
" <td>191.555</td>\n",
" <td>191.635</td>\n",
" <td>191.715</td>\n",
" <td>191.795</td>\n",
" <td>191.875</td>\n",
" <td>191.955</td>\n",
" <td>192.035</td>\n",
" <td>192.115</td>\n",
" <td>192.195</td>\n",
" <td>192.275</td>\n",
" <td>192.355</td>\n",
" <td>192.435</td>\n",
" <td>192.515</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>192.595</td>\n",
" <td>192.675</td>\n",
" <td>192.755</td>\n",
" <td>192.835</td>\n",
" <td>192.915</td>\n",
" <td>192.995</td>\n",
" <td>193.075</td>\n",
" <td>193.155</td>\n",
" <td>193.235</td>\n",
" <td>193.315</td>\n",
" <td>193.395</td>\n",
" <td>193.475</td>\n",
" <td>193.555</td>\n",
" <td>193.635</td>\n",
" <td>193.715</td>\n",
" <td>193.795</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>193.875</td>\n",
" <td>193.955</td>\n",
" <td>194.035</td>\n",
" <td>194.115</td>\n",
" <td>194.195</td>\n",
" <td>194.275</td>\n",
" <td>194.355</td>\n",
" <td>194.435</td>\n",
" <td>194.515</td>\n",
" <td>194.595</td>\n",
" <td>194.675</td>\n",
" <td>194.755</td>\n",
" <td>194.835</td>\n",
" <td>194.915</td>\n",
" <td>194.995</td>\n",
" <td>195.075</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>195.155</td>\n",
" <td>195.235</td>\n",
" <td>195.315</td>\n",
" <td>195.395</td>\n",
" <td>195.475</td>\n",
" <td>195.555</td>\n",
" <td>195.635</td>\n",
" <td>195.715</td>\n",
" <td>195.795</td>\n",
" <td>195.875</td>\n",
" <td>195.955</td>\n",
" <td>196.035</td>\n",
" <td>196.115</td>\n",
" <td>196.195</td>\n",
" <td>196.275</td>\n",
" <td>196.355</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>196.435</td>\n",
" <td>196.515</td>\n",
" <td>196.595</td>\n",
" <td>196.675</td>\n",
" <td>196.755</td>\n",
" <td>196.835</td>\n",
" <td>196.915</td>\n",
" <td>196.995</td>\n",
" <td>197.075</td>\n",
" <td>197.155</td>\n",
" <td>197.235</td>\n",
" <td>197.315</td>\n",
" <td>197.395</td>\n",
" <td>197.475</td>\n",
" <td>197.555</td>\n",
" <td>197.635</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" 0 1 2 3 4 5 6 7 \\\n",
"0 166.995 167.075 167.155 167.235 167.315 167.395 167.475 167.555 \n",
"1 168.275 168.355 168.435 168.515 168.595 168.675 168.755 168.835 \n",
"2 169.555 169.635 169.715 169.795 169.875 169.955 170.035 170.115 \n",
"3 170.835 170.915 170.995 171.075 171.155 171.235 171.315 171.395 \n",
"4 172.115 172.195 172.275 172.355 172.435 172.515 172.595 172.675 \n",
"5 173.395 173.475 173.555 173.635 173.715 173.795 173.875 173.955 \n",
"6 174.675 174.755 174.835 174.915 174.995 175.075 175.155 175.235 \n",
"7 175.955 176.035 176.115 176.195 176.275 176.355 176.435 176.515 \n",
"8 177.235 177.315 177.395 177.475 177.555 177.635 177.715 177.795 \n",
"9 178.515 178.595 178.675 178.755 178.835 178.915 178.995 179.075 \n",
"10 179.795 179.875 179.955 180.035 180.115 180.195 180.275 180.355 \n",
"11 181.075 181.155 181.235 181.315 181.395 181.475 181.555 181.635 \n",
"12 182.355 182.435 182.515 182.595 182.675 182.755 182.835 182.915 \n",
"13 183.635 183.715 183.795 183.875 183.955 184.035 184.115 184.195 \n",
"14 184.915 184.995 185.075 185.155 185.235 185.315 185.395 185.475 \n",
"15 186.195 186.275 186.355 186.435 186.515 186.595 186.675 186.755 \n",
"16 187.475 187.555 187.635 187.715 187.795 187.875 187.955 188.035 \n",
"17 188.755 188.835 188.915 188.995 189.075 189.155 189.235 189.315 \n",
"18 190.035 190.115 190.195 190.275 190.355 190.435 190.515 190.595 \n",
"19 191.315 191.395 191.475 191.555 191.635 191.715 191.795 191.875 \n",
"20 192.595 192.675 192.755 192.835 192.915 192.995 193.075 193.155 \n",
"21 193.875 193.955 194.035 194.115 194.195 194.275 194.355 194.435 \n",
"22 195.155 195.235 195.315 195.395 195.475 195.555 195.635 195.715 \n",
"23 196.435 196.515 196.595 196.675 196.755 196.835 196.915 196.995 \n",
"\n",
" 8 9 10 11 12 13 14 15 \n",
"0 167.635 167.715 167.795 167.875 167.955 168.035 168.115 168.195 \n",
"1 168.915 168.995 169.075 169.155 169.235 169.315 169.395 169.475 \n",
"2 170.195 170.275 170.355 170.435 170.515 170.595 170.675 170.755 \n",
"3 171.475 171.555 171.635 171.715 171.795 171.875 171.955 172.035 \n",
"4 172.755 172.835 172.915 172.995 173.075 173.155 173.235 173.315 \n",
"5 174.035 174.115 174.195 174.275 174.355 174.435 174.515 174.595 \n",
"6 175.315 175.395 175.475 175.555 175.635 175.715 175.795 175.875 \n",
"7 176.595 176.675 176.755 176.835 176.915 176.995 177.075 177.155 \n",
"8 177.875 177.955 178.035 178.115 178.195 178.275 178.355 178.435 \n",
"9 179.155 179.235 179.315 179.395 179.475 179.555 179.635 179.715 \n",
"10 180.435 180.515 180.595 180.675 180.755 180.835 180.915 180.995 \n",
"11 181.715 181.795 181.875 181.955 182.035 182.115 182.195 182.275 \n",
"12 182.995 183.075 183.155 183.235 183.315 183.395 183.475 183.555 \n",
"13 184.275 184.355 184.435 184.515 184.595 184.675 184.755 184.835 \n",
"14 185.555 185.635 185.715 185.795 185.875 185.955 186.035 186.115 \n",
"15 186.835 186.915 186.995 187.075 187.155 187.235 187.315 187.395 \n",
"16 188.115 188.195 188.275 188.355 188.435 188.515 188.595 188.675 \n",
"17 189.395 189.475 189.555 189.635 189.715 189.795 189.875 189.955 \n",
"18 190.675 190.755 190.835 190.915 190.995 191.075 191.155 191.235 \n",
"19 191.955 192.035 192.115 192.195 192.275 192.355 192.435 192.515 \n",
"20 193.235 193.315 193.395 193.475 193.555 193.635 193.715 193.795 \n",
"21 194.515 194.595 194.675 194.755 194.835 194.915 194.995 195.075 \n",
"22 195.795 195.875 195.955 196.035 196.115 196.195 196.275 196.355 \n",
"23 197.075 197.155 197.235 197.315 197.395 197.475 197.555 197.635 "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"ν=167.315 MHz is at coarse=0 of 24, fine=4 of 16. channel 4 of 384\n",
"ν=168.595 MHz is at coarse=1 of 24, fine=4 of 16. channel 20 of 384\n",
"ν=169.875 MHz is at coarse=2 of 24, fine=4 of 16. channel 36 of 384\n",
"ν=171.155 MHz is at coarse=3 of 24, fine=4 of 16. channel 52 of 384\n",
"ν=172.435 MHz is at coarse=4 of 24, fine=4 of 16. channel 68 of 384\n",
"ν=173.715 MHz is at coarse=5 of 24, fine=4 of 16. channel 84 of 384\n",
"ν=174.995 MHz is at coarse=6 of 24, fine=4 of 16. channel 100 of 384\n",
"ν=176.275 MHz is at coarse=7 of 24, fine=4 of 16. channel 116 of 384\n",
"ν=177.555 MHz is at coarse=8 of 24, fine=4 of 16. channel 132 of 384\n",
"ν=178.835 MHz is at coarse=9 of 24, fine=4 of 16. channel 148 of 384\n",
"ν=180.115 MHz is at coarse=10 of 24, fine=4 of 16. channel 164 of 384\n",
"ν=181.395 MHz is at coarse=11 of 24, fine=4 of 16. channel 180 of 384\n",
"ν=182.675 MHz is at coarse=12 of 24, fine=4 of 16. channel 196 of 384\n",
"ν=183.955 MHz is at coarse=13 of 24, fine=4 of 16. channel 212 of 384\n",
"ν=185.235 MHz is at coarse=14 of 24, fine=4 of 16. channel 228 of 384\n",
"ν=186.515 MHz is at coarse=15 of 24, fine=4 of 16. channel 244 of 384\n",
"ν=187.795 MHz is at coarse=16 of 24, fine=4 of 16. channel 260 of 384\n",
"ν=189.075 MHz is at coarse=17 of 24, fine=4 of 16. channel 276 of 384\n",
"ν=190.355 MHz is at coarse=18 of 24, fine=4 of 16. channel 292 of 384\n",
"ν=191.635 MHz is at coarse=19 of 24, fine=4 of 16. channel 308 of 384\n",
"ν=192.915 MHz is at coarse=20 of 24, fine=4 of 16. channel 324 of 384\n",
"ν=194.195 MHz is at coarse=21 of 24, fine=4 of 16. channel 340 of 384\n",
"ν=195.475 MHz is at coarse=22 of 24, fine=4 of 16. channel 356 of 384\n",
"ν=196.755 MHz is at coarse=23 of 24, fine=4 of 16. channel 372 of 384\n",
"t=2014-07-31 19:35:49.000 at index 5 of 14\n",
"t=2014-07-31 19:36:05.000 at index 7 of 14\n"
]
}
],
"source": [
"# -> where does ν occur in the list of uvfits frequencies?\n",
"# array of frequencies in each coarse channel\n",
"coarse_chan_freqs = freq_array.reshape((24,-1)).to(u.MHz)\n",
"fine_per_coarse = coarse_chan_freqs.shape[1]\n",
"display(pd.DataFrame(coarse_chan_freqs))\n",
"# let's look at a couple of frequencies\n",
"νs = [ \n",
" 167_315_000,\n",
" 168_595_000,\n",
" 169_875_000,\n",
" 171_155_000,\n",
" 172_435_000,\n",
" 173_715_000,\n",
" 174_995_000,\n",
" 176_275_000,\n",
" 177_555_000,\n",
" 178_835_000,\n",
" 180_115_000,\n",
" 181_395_000,\n",
" 182_675_000,\n",
" 183_955_000,\n",
" 185_235_000,\n",
" 186_515_000,\n",
" 187_795_000,\n",
" 189_075_000,\n",
" 190_355_000,\n",
" 191_635_000,\n",
" 192_915_000,\n",
" 194_195_000,\n",
" 195_475_000,\n",
" 196_755_000,\n",
"] * u.Hz\n",
"ν_idxs = [np.where(freq_array == ν)[0][0] for ν in νs]\n",
"for ν_idx, ν in zip(ν_idxs, νs):\n",
" coarse_fine_idx = np.argwhere(coarse_chan_freqs == ν)[0]\n",
" print(f\"ν={ν.to(u.MHz):.3f} is at coarse={coarse_fine_idx[0]} of 24, fine={coarse_fine_idx[1]} of {fine_per_coarse}. \"\n",
" f\"channel {ν_idx} of {Nfreqs}\")\n",
"\n",
"\n",
"# -> what timestep (ts) do we want to look at?\n",
"# let's just pick some around the middle\n",
"ts_idxs = [5,7]\n",
"for ts_idx in ts_idxs:\n",
" t = unique_times[ts_idx]\n",
" print(f\"t={t.to_value('iso','date_hms')} at index {ts_idx} of {Ntimes}\")\n",
"\n",
"# -> what rows from the uvfits data do we want?\n",
"# each row in a uvfits file can be indexed by a combination of baseline and time (blt)\n",
"# lets look at all baselines, and one time \n",
"blt_idxs = np.where( time_array == t )[0]"
]
},
{
"cell_type": "markdown",
"id": "c66f952a",
"metadata": {},
"source": [
"now that we have the indices, open the uvfits again to grab the data"
]
},
{
"cell_type": "code",
"execution_count": 298,
"id": "c70bf6e5",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/dev/.pyenv/versions/3.8.13/lib/python3.8/site-packages/matplotlib/cbook/__init__.py:1369: ComplexWarning: Casting complex values to real discards the imaginary part\n",
" return np.asarray(x, float)\n"
]
},
{
"data": {
"image/png": 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