{ "cells": [ { "cell_type": "markdown", "id": "9c1a76ec-c616-4d76-80ab-5e28bc592381", "metadata": {}, "source": [ "# `infer_filter_info`\n", "\n", "In an ideal world, we would always have the telescope filter name, telescope facility name, and the instrument name. However, in the real world, we might only have one or two of these things. In this case, we need to make assumptions to derive information about the filte, namely the effective wavelength and transmission function. The goal of this mini python package is to standardize the way we do this.\n", "\n", "## Import the Package" ] }, { "cell_type": "code", "execution_count": 1, "id": "a6a40d93-565f-431f-96cb-3825c3e506ed", "metadata": {}, "outputs": [], "source": [ "from infer_filter_info import infer_filter_info\n", "from astropy import units as u\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "id": "b114b42f-03c0-4be9-8189-0be8ed7703be", "metadata": {}, "source": [ "# The basics\n", "\n", "We will go through a few examples for optical filters. In the case where all three of filter, telescope, and instrument are known, the package will just query the SVO filter profile service without making assumptions:" ] }, { "cell_type": "code", "execution_count": 2, "id": "5a66c431-fee8-4464-8f4a-ae71e6505fea", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "np.float64(5449.340427673902)" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "wave_eff_angstroms, (transmission_wave_angstroms, transmission) = infer_filter_info(filter_name=\"V\", telescope=\"Keck\", instrument=\"ESI\")\n", "\n", "fig, ax = plt.subplots()\n", "ax.plot(transmission_wave_angstroms, transmission)\n", "ax.set_ylabel(\"Transmission\")\n", "ax.set_xlabel(r\"Wavelength [$\\AA$]\")\n", "\n", "wave_eff_angstroms" ] }, { "cell_type": "markdown", "id": "4c84f439-e8ce-4bc6-adf9-abe0d0a6a515", "metadata": {}, "source": [ "In the case where the filter name and telescope are known, we can also use this package:" ] }, { "cell_type": "code", "execution_count": 3, "id": "ad295013-3fab-4df8-bd7a-c28f6de9220d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "np.float64(5469.061740303522)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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VtGlT3XDDDVq2bJn+9a9/OaZNG4ahp59+Ws8995zHaxff9yCQjUJdjSV348LVPgvB6DPU/XnqE4Epvp/YtGnTHA9PmTx5spYvX64rr7xS9evXV3R0tOrWratx48Zp0aJFpnFus9n0l7/8xfG0Y3cY+4H156lPhM4777zjmFU/duxYpz1J3QnGuJfK9zgM9c82gsNqtSopKUkNGzb0uMohMTFRDzzwgObNm6c//elPPm8XwtgPfn8IzK233mo6PnXqlL799luf27vbp8/Vw+G41wmsP099hgMSZOXcpEmTlJGRIUl66qmnnKalBgMfmsHvDyXXsmVLXXDBBfroo480ceJEr085ve222zRlyhTTuccff9zjo5Gzs7NNx9HR0X7H6apN8et6Oh+MPkPdn6c+ERh3v0uuuuoqPfXUUx7bPvLII7r55psdx4Zh6MYbb3R8drjC2A+sP099IjTy8vL0/vvvO4592Zy/UDDGvat25WkchvpnGyU3d+5ctWjRQpdffrmmT5+u/fv368orr9THH3+slStX6tdff9W8efP00EMPKTY2Vi+//LJatmypQYMGedyvrCjGfvD7Q2AGDhyoAQMGmM49+uijys3N9dr2008/1fr1612WJSQkOJ3jXiew/jz1GQ5IkJVjixcv1qeffipJ6tixoyZOnFgq/fChGfz+UHLvv/++fvvtN91www0+t/nLX/6i7t27O44Nw3DMwHSl+F5+gTwR01Ubd3sEujofjD5D3Z+nPhEYV3/5tFqtevHFF31q/9xzz5l+R6Wnp+vNN990W5+xH1h/nvpEaMyaNUsnTpyQJLVq1UrDhw/3uW0wxr2rduVpHIb6Zxsl89RTT2nChAmOhz41aNBAa9eu1RdffKEbbrhB/fv3V/fu3TV27Fi98MIL2r17t6666ioZhqEVK1bowgsv1BNPPOG1H8Z+8PtD4KZNm2ba7mb79u269tprlZOT47bN8uXLdfvtt0uSy5mTiYmJTue41wmsP099hgMSZOVUbm6u7r77bknnfwm89dZbXjfgDBQfmsHvD2XDYrE4fm4K/fzzz1q3bp3L+lWqVDEd+/LXq+JcfZhXrVrVp/6C1Weo+/PUJwLjaobqhRdeqCZNmvjUvm7duho5cqTp3Hvvvee2PmM/sP489YnQKLrH3t133+3XE6mDMe6l8j0OQ/2zjcD9+9//1t///nfHcXx8vBYvXqxu3bq5bVO1alXNmDHDkRg2DEPPPPOM16fbM/aD3x8C16xZM3311VemJNncuXPVuXNnvffeezpw4IByc3OVnp6ulStX6vbbb9dFF12kc+fOqU6dOi63UHGVIONeJ7D+PPUZDkiQlVPPP/+8du7cKUm66aabnKaiBhMfmsHvD2Vn1KhRTucWLlzosm7x75+nv1y542osuRsXrs4Ho093/cXGxjol1kv7NSIwrt7P/v37+3WNIUOGmI4PHjyo/fv3+9QfY9+3/jz1idK3YcMGrVq1StL5ZELRpcW+CMa4l3wfh6U17qOjo93OhA/1zzYCk56e7rQy5OGHH1abNm28trVarXrnnXdMW088//zzbjcvlxj7gfbn6roIjoEDB2r16tWme51du3bp9ttvV9OmTRUbG6vq1atrwIABeu+992S32zVs2DD9/PPPat26telaVqtV1apVc+qDe53A+vPUZzggQVYO7d69W88//7yk809O9HWJTaD40AysP1fXRdmrX7++6tSpYzpX+BTY4mrWrGk6Tk9P97u/4k8fdHVdT+eD0ae7/lyVlfZrRGBc/S5p3769X9fo2LGj07lff/3VZV3GfmD9eesTpavo7LHrrrvOp6f3FVX8e5edne33H8yys7Od7iEY9/DX+++/b9p70mKxOJaP+aJ58+am5cWGYZhmoxXH2A+sP299omRatWqllStXauHChbrpppvUoEEDpzo1a9bU9ddfr/nz52vRokVq3ry507YULVu2dPlvQO51AuvPW5+VHQmycujuu+92fAA999xzqlWrVqn2x4dmYP156xNlp3iC7Pjx4y7rtWvXznR84sQJx5PRfHX06FGnc23btvWpP3ft/e3TXX+u+gxGf9HR0WrevLnf14F79erVczpXdOmBL1x9VqSmprqsy9gPrD/GftlJT0/XZ5995jguvpzeF8EYh/6M+xYtWjj9o60ijntvfcJ/33//vem4devWqlu3rl/XGDhwoOl46dKlyszMdFmXsR9Yf976RHAMHz5cH330kQ4fPqyzZ89q//792r17t06fPq3U1FRNnz7dtELk5MmTpvYXXHCBy+tyrxNYf+F+r0OCrJyZOXOmFi1aJEnq3bu3brvttlLvkw/NwPrz1ifKTvHZOK6Sm5LUoUMH07HdbtexY8f86svVuCh+3UKNGzd2is3fsWgYhlOM7vpzVRaMsd+mTRtFRET4fR2452r2l6t9yTxxtXzd3R8DGPu+YeyXHx988IHjwTj9+vVTly5d/L6Gq/ESjPsdd+MwMjLSaSlQMMahP+P+2LFjMgyjRP0lJiaWylPUw9mWLVtMx61atfL7GsXHls1mc/uEP8Z+YP0x9kMvISFBTZo0UYsWLdyu1Nm9e7fp2F2CjHsd33CvY0aCrJwp+hel1atXy2q1ymKxeP3629/+ZrrOgQMH3NYtvicNH5qB9ceHZvlV/Omi7j5gO3Xq5HRux44dfvVVuFdgofr166t69epu6xdPhPjb3969e1VQUGA65+p1uCsr3PjUH8Vfo6f+EBhXCTJXT7b0xNXScVdJM4mx7yvGfvlgGIbefvttx/Gf//zngK7Trl07p5v+ko77yMhIj38sKz5m/O0vJydHBw8e9HhNT2V5eXnat2+fX30Wf42ufj+hZIr/4c7V/kneuGpT+ITX4hj7vmHsVwzFE2TF92AtxL2Ob7jXMSNBBj40fcSHZsVRfNaMu6WwrVu3dppC7O6Jl+6sXbvWdDx69GiP9Ys/RKCk/SUkJHh8iEfx/vLz87Vx40af+7PZbNqwYYPpnLfXCP/17t3b6Zy7mY/uuFpa426JPmPfO8Z++fH9999rz549kqTatWvriiuuCOg68fHxTsvSSjoOBw0apPj4eLf1i4/DDRs2yG63+9zfb7/95vSPJVcPoyk0YMAAJSQkmM6V9s82/Fd8zATr4VFRUVFu+2Pse8fYL/9sNptWr17tOG7WrJn69evnsi73Ot5xr+OMBFk588wzz2jTpk1+f911112m69SvX99t3eIbIPKh6Rs+NENjxYoVio2NVWxsrNunT3py5swZp1mSnjY7Hz9+vOm46IeuN3a73WkT9OLXK27ChAmm4+3bt7vdM8SV4vGNHj3a41K8xo0bq3v37h6v4cnmzZuVlZXlOI6KitLFF1/sc3v4plu3bmrWrJnp3NatW/26hqs/NHj6wwFj3zPGfvlRdHP+2267ze0DeXxRfBz6MyZc1fc27i+55BLTU8bOnj3r18928f569OjhcfZ6XFyc0/2QP68xPT3d6Q+C3l4j/Ff8jxfuZn554qqNp32LGfueMfYrhrVr15r+EH7ttdd6rM+9jmfc67hgoFJ46qmnDEmOryZNmvjV/p///Kepfffu3f1q36VLF1P7N99802P9tLQ0IzIy0tRm06ZNPvf32muvmdr26NHDa5vLL7/c1Ob+++/3ub+0tDTDYrGY2m/evNnn9vDd0qVLHe/xv//9b7/bf/fdd6bvkyTj22+/dVt/zZo1proJCQlGVlaWT3398MMPprbVq1c3cnJyvLZr3769qd1HH33kU392u91o1KiRqe2sWbO8tnvxxRdNbQYPHuxTf4ZhGE888YSp7dixY31uC/889NBDpvd6wIABfrW/8847Te3r16/vsT5j3zPGfvmwd+9ew2q1GpKMiIgI4+DBgyW63pEjR4yoqCjT93b//v0+td29e7epXVRUlHH06FGv7caMGWNqN3nyZJ/jvfDCC01tX3rpJa9tvvjiC1ObZs2a+dzf+++/b2rboUMHn9vCd1deeaXpfa5ataphs9n8usbdd99tuobVajVSU1Pd1mfse8bYD53Vq1cb7733ns/3AEX99a9/dXyPYmNjvY5h7nU8417HGQmySqKkCTI+ND3jQzN0iibIrr/+er/bX3HFFabvVZ06dYxz5855bDNq1ChTm08++cSnvm6++WZTuxdffNGndjNnzjS1GzZsmE/tli1bZmrXsWNHn26oz5w5Y9SqVct0E+3LPzJtNpvRokULU5+rV6/2KVb4b9++fUZMTIzp+3T48GGf2ubn5xu1a9c2fa8eeeQRr+0Y+64x9suPBx54wPE9GDduXFCuWTyZ/I9//MOndpMnTza1u/vuu31qt2rVKlO71q1b+zR+9+7da/rjXO3atY0zZ854bWez2YwOHTqY+ly5cqVPsQ4ePNjU7osvvvCpHfzzwQcfmN5nScb333/vc/v8/HyjQYMGpva9evXy2o6x7x5jP3Tuv/9+x/t85MgRn9sdP37ciIuLc7R96qmnfGrHvY5r3Ou4RoKskihpgsww+ND0hA/N0CmaIIuJiTEOHDjgc9vly5c7zfR7/fXXvbZbv369qV3Lli2N3Nxcj222bNlimgVZv359r4m4Qna73WnW5eLFi72269evn6nNV1995VN/hmEYr776qqntDTfc4LXNu+++a2oTrH+cwr2HH37Y9J7ffvvtPrV74403TO0SExONU6dOeW3H2HeNsV8+nDt3zqhevbrj+7Bo0aKgXPfIkSOmf2QlJycbJ0+e9NjmxIkTRrVq1Rxt4uPjffpjYKHLLrvMNKZ8mSF97bXXmtq89tprPvc3d+5cU9uBAwd6bbNgwQJTm27duhl2u93nPuG7rKwso169eqb3e8CAAT7PIiv+O0qS8fHHH3ttx9h3jbEfWkUTZL5McjCM8/cPEyZMcLRr2rSpz/ce3Ou4xr2OayTIKolgJMj40HSND83QKpogk84v901PT/fabuvWrUb9+vVNbYcMGWLk5eX51O/EiRNNbe+55x63dU+fPm306tUr4A8xwzg/5bvorM2WLVsaKSkpbuu/8MILpv7Gjx/vV395eXmmmC0Wi8dp21u3bjVq1KjhqJ+UlOTzrFIELjMz02jevLnjfbdarV6n169bt86oWrWq6XvrTxKfsW/G2C8/is6yadOmTVA/e19//XWnfxjk5+e7rJufn29ceumlpvq+/PGlqP379xtJSUmO9jVr1jS2bdvmtn7xGQi9evXy+fOs0Pjx403XePnll93WPXr0qOl3T1RUlLFmzRq/+oN/pk2b5pTkevjhh722++WXX0y/8yUZvXv39vnng7FvxtgPvaIJsuTkZGPPnj0e6xcUFJjuVeLj443169f71Sf3Ombc67hHgqySCEaCzDD40CyOD83QK54gk2Q0btzY+Pjjj43s7Gyn+unp6cbLL79sStRKMi644AIjLS3N537z8vKclv3edNNNTgnfdevWGb179zbVe/rppwN6rdOnTzf9RatNmzbG0qVLnV5f0SVGkoyuXbsamZmZfvd3+PBho2nTpo7rREZGGi+++KLpfbXb7cacOXOMunXrOurFxMQEbeYGvNu8ebNRs2ZN0++dJ5980sjIyDDVy87ONt555x3T2LdYLMbzzz/vV3+M/fMY++VP9+7dA76/8MVtt91mGl9jxowxdu3aZaqza9cuY/To0aZ6f/rTnwLqb/HixaZl1HXr1jXmzJljqnPu3DnjhRdeMM1caNKkiXHo0CG/+8vMzDS9h5KMBx980OmPTkuWLDFat25t+j0ybdq0gF4j/PP444873fOMHz/e2LJli1PdzMxM44UXXjASEhJM9Vu1amUcP37cr34Z++cx9stG0QSZdH521uzZs51mUBYUFBjz5883+vbt66ibmJhoLF++3O8+udc5j3sd70iQVUCHDx82Nm3aZPq66667nH7RFK+zadMmn5JJfGiex4dm2Thx4oRx9913G4mJiU43jTExMUbPnj2NsWPHGmPGjDG6devm9LAHi8Vi3H777T5Pgy4qJyfHuOWWW5z67N69uzFmzBijXbt2pg+66Oho44033ijR6509e7bTa23RooUxatQoo3fv3k43wqNGjfJpRp07hw8fdvqrWHJysnHhhRcaw4cPNxo2bGgqq1OnTkA3IiiZHTt2GB07dnQai3369DEuueQSY8CAAU4zCJKSkpx+d/qKsc/YL29++eUXx/ciISHBKUEcDHa73XjsscccDwEo/AdF586djTFjxhidO3c2IiIiTJ8vjzzyiN+bqRe1YsUK0z9MJBkNGzY0hg8fblx44YWmPxpKMnr27BnQvU6hjIwMp38UVqlSxejdu7cxatQop/1nqlat6tOm0AieDz74wOn3eeHvwxEjRhgXX3yx0bNnT6e9giUZl19+uXHixAm/+2TsM/bLUvEEWeFXzZo1jaFDhxqXXHKJ0atXL9MMJ0lGnz59nP5N6g/udbjX8QUJsgropptucvlLxZevffv2eb0+H5p8aJYHZ8+eNT777DPjD3/4g9MHpLsP1VtvvdXlX139tWDBAqN///5u+4qKijKuuuoqY+vWrUF4pec/zG6//XYjPj7ebZ+dOnUyPv3006D0V1BQYLz11ltO47zoV1JSkvHAAw/4NQsPwZWXl2e88cYbRsuWLT2O/aZNmxp///vfg5JAYOwz9suLG264wfE98XUvvkCtXr3aGD16tOm+p+iX1Wo1Ro0aZaxatSoo/aWnpxsPPvig071N0a/mzZsbb775plFQUBCUPmfMmGF07tzZbX9xcXHGrbfeWqJ7KwTu2LFjxtNPP21ateDuKz4+3rjqqqucZqIEgrHP2C8LO3fuNCZPnmz07dvXNEnC1VdERIQxZMgQ48svvwzaMnvudbjX8cRiGIYhVCg333yzpk2bFlDbffv2qWnTpj7VXbNmjSZPnqwFCxbIbrc7lVutVo0YMUJPPfWU+vTpE1A8RWVkZOjZZ5/Ve++9p4yMDJd1mjdvrkmTJunOO+9UREREifucOXOmnnvuOW3cuNFleVxcnK677jo99dRTatiwYYn7Q+AOHDigzZs36/Dhw8rMzJTNZlNSUpKqV6+uCy64QG3btg16n4cPH9aqVat04MAB5eTkqGrVqmrVqpX69++vatWqBb2/7Oxs/fzzz9q2bZsyMjIUHR2thg0bqmfPnmrVqlXQ+5OkTZs2af369UpJSZHNZlONGjXUoUMH9enTR1FRUaXSJ/y3fft2rV+/XkeOHFFeXp6SkpJUu3ZtdevWTS1atAh6f4x9xn44Sk1N1U8//aS9e/cqKytLCQkJat68ufr3769atWoFvb/8/HytXr1amzdv1qlTpxQREaG6deuqW7du6ty5c9D7k6Tdu3drzZo1Onz4sON3Sbt27dSvXz/FxcWVSp/wT0pKin799VelpKQoIyNDBQUFSkxMVHJysjp06KBOnToF5R64KMY+Y7+s5OXlacuWLdq9e7eOHj2qs2fPymKxKDk5WS1btlTPnj2VlJRUKn1zr8O9jiskyOAVH5p8aAIAAAAAUJmRIAMAAAAAAEBYs5Z1AAAAAAAAAEBZIkEGAAAAAACAsEaCDAAAAAAAAGGNBBkAAAAAAADCGgkyAAAAAAAAhDUSZAAAAAAAAAhrJMgAAAAAAAAQ1kiQAQAAAAAAIKyRIAMAAAAAAEBYI0EGAAAAAACAsEaCDAAAAAAAAGGNBBkAAAAAAADCGgkyAAAAAAAAhDUSZAAAAAAAAAhrJMgAAAAAAAAQ1kiQAQAAAAAAIKyRIAMAAAAAAEBYI0EGAAAAAACAsEaCDAAAAAAAAGGNBBkAAAAAAADCWmRZBwAAAAAAgcrNzdWRI0cUERGhBg0aKDKSf+IAAPzHDDIAAAAAFc6mTZs0fvx4JSUlqUWLFmratKmqV6+uW265RQcPHizr8AAAFYzFMAyjrIMAAAAAAF/NmjVLN9xwg3Jzc12WV69eXf/5z3/Uv3//EEcGAKiomEEGAAAAoML4/fffdd111yk3N1eNGzfWrFmzdOrUKR05ckRTp05VtWrVlJaWpksuuUTHjx8v63ABABUEM8gAAAAAVBhXXnmlvvzyS8XHx2vDhg1q3bq1qXzRokUaMWKEJOnBBx/Uiy++WBZhAgAqGGaQAQAAAKgwli5dKknq37+/U3JMkoYPH64WLVqY6gIA4A0JMgAAAAAVxrlz5yRJFovFbR2r1WqqCwCANzwDGQAAoBLZt2+fsrKy3Ja3adNGUVFRIYwIJXHq1CmlpKS4LW/YsKGSkpJCF1A50KxZM23dulU//vijtm/frrZt25rKlyxZol27dkmSWrVqVRYhAgAqIGaQAQAAVCK33HKLOnXq5PbryJEjZR0i/DB9+nSP38+vvvqqrEN0sn//flksFp++AvGHP/xBkpSdna0RI0Zo1qxZSktL07Fjx/TOO+/o8ssvd9S96aabAurjvvvu8yn+yZMnB3R9AED5Q4IMAIBKbvDgwT7/Y9VisWj//v1er2m321WzZk1Hm3bt2gU1nptvvjnwFwygUrv33nvVo0cPSdKhQ4d01VVXqUaNGqpXr57uuusuZWRkSDq/mf+4cePKLlAAQIVCggwAAPjt119/1alTpxzH27dv18GDB8swIhRatmyZDMNwfDVp0qSsQ0IJ3HfffabvZ6Azosrapk2bXH4FokqVKlqwYIGuu+46l+VRUVF66KGH9MknnwQ8S+2RRx5xGe9ll10W0PUAAOUfe5ABAFDJffjhh449qWbOnKlnnnnGVD5r1izTHj4NGjTwes0FCxa4PHfbbbf5Fc+xY8c0fPhwSdIbb7yhIUOGSJKSk5O9XgeoKJYtW+YY25I0aNAgLVu2rOwCKgMdO3YM6vWqV6+ut99+W3PmzFF2draprE2bNnrhhRdKdP26deuqbt26TufDbb83AAgnJMgAAKjkmjVr5vj/P/zhD04JskOHDumKK67w65olSZAVjWf9+vWSpIiICN1www384xOAz7788kun5Jgkbd68WRs2bFDXrl3LICoAQEXFEksAAMJI+/bt1bBhQ9O5hQsX+nWN06dPa/Xq1U7nFy9eLJvN5te1Cvvu2bMnyTEAfvn444/dlk2bNi2EkQAAKgMSZAAAhJmRI0eajpcvX67c3Fyf2y9evFgFBQVO5zMyMlwmztwxDEM//PCDy5gAwJODBw9q+fLlkqRLL71U8fHxpvIZM2a4/D0FAIA7JMgAAAgzxZNR2dnZ+vHHH31uX7i8snPnzk579LhaeunO77//ruPHj7uMCQA8mT59ugzDkCTdc889Gj9+vKn8xIkTmj9/flmEBgCooEiQAQAQZoYNGyar1XwL4E9iq3BZ5MiRIzVs2LASXycpKUm9evXyuR0ATJ8+XdL5h4oMHTrU5dM9WWYJAPAHCTIAAMJMcnKyevbsaTrn6z5ku3bt0r59+yRJI0aM0IgRI0zla9euVVpamk/XKuxz6NChioiI8KkNAKxevVo7duyQJF1//fWyWq0aOnSo0xN4v/nmG59/HwEAwFMsAQAIQyNHjjTtF7Zp0yYdO3bMaclkcYUzxOLi4jRgwAClp6fLYrE4ljrZ7XYtWrRIV199tcfrZGdna+XKlY5Y/HXo0CFt2rRJBw4cUGZmpqxWq5KTk9W4cWP17t27wm74v3HjRm3ZskUnTpzQuXPnVKNGDdWuXVt9+vTx+r2pzPHl5eVpxYoV2rJli7KyspScnKw2bdqof//+iomJKfH1t27dqg0bNiglJUWRkZGqV6+e2rRpoy5dupQ8+BAr7feqPCi6OX/hzDGr1aobbrhBzz//vKMsLy9PM2fO1N133x3yGAEAFZABAADCzk8//WRIMn1NmzbNa7uLL77YkGSMGjXKce6CCy4wXeeWW27xep358+c76h84cMBrfbvdbixevNi47bbbjMaNGzvFXvTLYrEYAwcONObOnev1uvv27fN4raJfTz31lMtr3HTTTV7bepKZmWk89thjRsOGDT1eo3379sZbb71l5Obmen1dRTVp0sR0nX379vnVvjTie/XVVz1e68MPPzQM4/z3/fXXXzdq1qzpsl7VqlWNyZMnG3l5eX69pkKff/650aFDB7dxtGnTxnj11VeN/Px8wzC8f683bNjguPagQYN8HlvFv5YuXeo25uIxhOq98oern6tgyc3NNWrUqGFIMnr06GEq27Ztm1O/vXv3DlrfhuH8/rv7vQAAqHhYYgkAQBhyNcvK2zLL/Px8LVu2TJJMSyuLL7P0ZblmYZ02bdqocePGXut36NBBQ4cO1XvvvaeDBw9KkqpVq6auXbvq4osv1ogRI9SmTRvHbLYVK1Zo/PjxmjBhgjIzM71ev6x88803atGihZ599lkdPnxYklSnTh1ddNFFuvjii9WzZ09FRUVJOj/L6e6771bbtm21cePGSh9fQUGBrrzySt177706efKkyzpnzpzR5MmTddlll/n1xMKcnBxNmDBBV199tbZs2eI4X7duXQ0ZMkRjxoxRx44dtWPHDk2cOFHDhw/XmTNnSvyaSktpvlflzbfffqtTp05JktO+Y23btlXv3r1N54ouxwQAwBOWWAIAEIYiIiI0dOhQzZ4923Fu0aJFMgxDFovFZZuffvpJZ8+eleScIHvppZccx0eOHNHmzZvVsWNHt/0X3ejfF4VJMUlq3Lix/v73v+vaa69VdHS0qd7hw4c1ZcoUvfHGG7LZbJo7d67S09O1cOFCRyKnqAYNGmjTpk2OmO6//35HWUJCglasWOHoo3bt2i5je+aZZ/TAAw9IOv+P90ceeUSS9MEHHzjt9VbUu+++qz//+c+y2WySpBYtWuiNN97Q6NGjTd+D06dP6/XXX9fTTz+t/Px87du3T/3799d3332nAQMGuH/TSqg04+vXr5+efvppx/GcOXO0YcMGU51JkyZp9uzZiomJ0bBhw9S+fXtFRUVpz549mj9/vk6fPu2oO3/+fE2ZMkUPPfSQ19eVl5encePGmR4o0aBBA7399tsaO3as6QEW+/fv1wMPPKDZs2fr2muvVc2aNU3X+sc//qHLLrvMcdyyZUvH/3/44YfKysqSdH5vvj/+8Y+Osh49eujDDz90G2OzZs28vo6iir5Xw4cPV7t27Rzv1ffff29KEvvzXpVHhcsro6KidO211zqV33TTTabl49L5zfqfffbZkMQHAKjAynoKGwAAKBvvvvuu03Kk9evXu63/yCOPGJKMBg0amM7n5OQYcXFxpuu8/PLLbq9z5MgRR71vv/3Wp1gTEhIMSUbt2rWNw4cPe60/Y8YMUzxPP/201zbZ2dlG9erVTe0+/fRTn+IrNGzYMEOS0axZM8Nms7mt98MPPxhWq9XRT+vWrY3jx497vPa8efNMberXr2+cOHHCa0yBLLEMZXyG4bxs7fbbbzckGYMGDTIOHjzoVD81NdUYMGCAqU3NmjV9Wj74+OOPm9rVq1fP65i68847DUlO46NweaM3S5cuNbUbNGiQT+1ccfdeDRkyxDh06JBT/ZMnTxpDhgwJ6L0KVGktsTx16pQRHR1tSDIuu+wyl3XS0tKMmJgYU9+NGjXy+PPoD5ZYAkDlxRJLAADClKvZW0Vn1RRXOOtr+PDhpvMxMTEaNGiQ39eJiYnR4MGDfQ1XkvTwww87PanOlWuuucY0s2fKlCmO2W/uxMbG6uabbzade/vtt32ObdeuXVq8eLEk6bbbbjPNRCoqIyND1113nex2u+Pc9OnT3c5QKzR27FjdcccdjuOjR486ZqsFU3mI74MPPlDHjh317bffqlGjRk7lNWvW1IwZM0ybzp88edLx/ruzefNmvfDCC6Zzb7/9ttcx9frrr6tFixbl8omIH3zwgTp37qx58+apYcOGTuU1atTQjBkzFBcX5zjny3tVHs2cOVN5eXmSnJdXFkpOTtYll1xiOnfo0CEtXbq01OMDAFRsJMgAAAhTTZo0UZs2bUzn3O0flpqa6lgC5yqxVnwfsh9//FHZ2dkur1WYPOvfv7/i4+N9ivWxxx7TU089pWuuucan+pI0btw4x/+np6dryZIlXtvccccdpuWDK1euNO1R5cm7774rwzAUFRWlP/3pT27rTZ06VcePH3ccjxgxQr169fKpj/vuu890/Omnn+rEiRM+tfVVeYivoKBAr7zyihISEtzWadCggS666CLTuV9//dXjdV977TXT/lvt27c3JVLdiY6O1oMPPui1XlkofK88/SzVqVNHw4YNM53z9l6VR4XLK2vUqKGxY8e6recqeTZt2rRSiwsAUDmQIAMAIIwVT3b99NNPjn2Tilq4cKEMw5DVanX6h7bknCDLycnR8uXLneoZhqEffvjBZd+ePPbYY5o8ebLq16/vc5vis2l+/PFHr21at27tlHTxZRZZTk6OPvroI0nS+PHj3c62Kigo0BtvvGE6d+WVV3q9ftH4ir6u3NxczZo1y+f23pSX+Bo0aOA0U9GVvn37mo49bcZ+9uxZzZgxw3Ru/PjxPsc0YcIEt/vzlaVGjRpp6NChXusV37y+om1cv3PnTsfeYtdcc43T/oNFjRo1SnXq1DGdmzNnjn77qGsAABAoSURBVNdZpACA8EaCDACAMFY8SZWXl+d4UmVRhTPLunbt6rRRuXT+KZPFl6l9//33TvXWr1/veMqePwmyQERGmp9FVPgURm/uvPNO0/H06dNdJg2LmjVrluPJesXbF7Vu3TqnGVXFl6d606FDB9Pxzz//7Fd7T8pLfIMGDfIpGdW0aVPTsacnlq5atUrnzp1z6sdXtWrV8umJq6E2cODAoL9X5VHh7DFJuvHGGz3WjYyM1HXXXWc6l5WVpS+//LJUYgMAVA4kyAAACGODBw827eMkOS+zNAzDca74TLGiis/4cbUPWeF16tatq86dO/sdb15enubMmaM777xTvXr1Ur169RQfHy+LxeL0NWTIEFPbwgSWN+PGjVO9evUcx6dPn9Znn33msU3hLLM2bdo49VvUihUrTMdRUVFq3ry5T3EVSkpKMh0Hc6lceYmvXbt2PtVLTk42HXuaIVT8yYbS+Rlv/vC3fij4+l4V/75UpNlUhmHok08+kSS1bdvWpyW/LLMEAPiLBBkAAGEsPj5eF154oelc8cTWxo0bdezYMUmeZ30VL9u+fbsOHjxoOld0o39/lqsZhqEPPvhADRs21OWXX653331Xa9eu1bFjx9zudVZc4ebe3kRGRjrtIfbOO++4rb9x40atWrVKkkyb1Luyc+dO03F+fr4iIyNdJvjcfX3++eemawRzD7LyEl/16tV9qld043lJpgcLFLdnzx6nc64eAOBJtWrV/KofCsWThO74816VN8uXL9eBAwckeZ89Vqhz587q0qWL2+sAAFAcCTIAAMJc8VlhO3bsMCW2ChNmVapUUb9+/dxeZ9iwYU5PbiyabMvKynIst/NneaXNZtNNN92kP/3pT0pNTXWcHzJkiKZOnarly5frt99+06ZNm0xfH3zwgc99FHf77bcrIiLCcbx+/XqtWbPGZd3C2WOunoJZnK+z2PyRmZkZtGRHeYnP14c3FP0eeZORkWE6jouLc/ukUXc8PTSgrPj6Xvn7WsuTwuWVVqtV119/vc/tis8iMwxD06dPD2psAIDKI9J7FQAAUJmNHDlSDz/8sOncggULdNttt0n636yvwYMHKyoqyu11atasqa5du2rdunUur7Ns2TLl5eXJYrH4tAF7ocmTJ5v+URsZGalPP/1UV111lcd2hXudBaJRo0YaM2aMvvnmG8e5d955x2lp19mzZ/Xpp59Kkq6++mqvs3nOnDljOk5MTNRPP/0UcJyFgrV5fHmPrySKv7bY2NgyigT+yM7OduwdZrfbS7wP3Mcff6wnnngiGKEBACoZEmQAAIS5zp07q27duo5llNL5pNhtt92mc+fOaeXKlZI87z9WaMSIEaYE2eLFi2Wz2RQREeFItHXp0sXtUx6LO3z4sF588UXTuSeeeMJrciwY7rrrLlOCbObMmZoyZYppL6dPPvnEkXjxtDl/ocTERNNxTk6OOnbsGJyAg6C8x1cSVatWNR3n5OSUUSTwx9y5c52SmyWxa9cu/fzzzx5nwwIAwhMJMgAAwpzFYtGIESNMT4krTGwtW7ZMubm5knxLkI0cOVLPPfec4zgjI0OrV69Wv379HAkyf5ZXzp4927R3mNVq1T333ONz+5IYOXKkmjVrpn379kk6P5Nl2rRpuvfeex11Cvcm69Kli/r06eP1mjVq1DAd5+XlKTc31+lBCWWlvMdXEsVn92VnZzuSt77y9jRTBF/h76XExERNnTrV7/abNm1ySrJPmzaNBBkAwAkJMgAAoJEjR5oSZOnp6Vq7dq0jqdWkSRO1adPG63X69eunKlWqmJ6Qt2DBAjVq1Ejbt2939OWr4k9AbNWqlVMSp7RYrVbdfvvtevTRRx3n3nnnHUeCbNWqVfr9998led+cv5CrpyDu2bNH7du3D0LEJVfe4yuJli1bOp07dOiQmjZt6vM1MjMzgxgRvElJSdEPP/wgSbriiiv82n+sUHZ2tt555x2dPn3ace6LL77QG2+8USkSvwCA4Km4u3UCAICgcfVUyQULFjg22fdl9pgkRUVFafDgwU7XKUy0JSQk+DVzo/gTEGvWrOlzW5vN5nNdd/74xz8qOjracbx9+3YtW7ZM0v9mj1WpUkXXXXedT9cbNGiQ07ktW7b4HdeyZcv0/PPP6/nnnzctAy2p8h5fSbia4bdjxw6/rlH8KZ8oXZ9++qnj5/iGG24I6BpxcXG6/PLLTecyMjL09ddflzg+AEDlQoIMAACoVq1a6tq1q+ncxx9/7Jj15WuCzFXdtWvXaubMmZLOP3myaMLJm7i4ONNxdna2z22LJ9cCUbt2bU2YMMF07u2331ZaWpq++OILSdJ1113ntL+VO926dVPdunVN5+bPn+93XE8++aQeffRRPfroozp06JDf7d0p7/GVRO/evVWlShXTueXLl/vc/uTJk6anu/qjPDykoCIqfDhHkyZNXCZvfeUquTZt2rSArwcAqJxIkAEAAEnOSx/37t0rSYqIiNDQoUN9vk7xBJndbncsk/JneaV0/h/GRe3YsUP5+fk+tV29erVffblTfPP9uXPn6oUXXnBs8u7L5vyFIiIidN9995nOff3116Ylqd7s2LHD8eCE6OhojR8/3ue2FT2+kkhISHCa6ffVV1/JMAyf2s+ZM8fnusUVf2JmQUGBy3off/yx7rnnHt1zzz1Oy4vDzW+//aaNGzdKOp+ELkmScfDgwWrYsKHp3IIFC3T8+PESxQgAqFxIkAEAAEnuk1c9e/Z02uDckzZt2jgltrz14U7xxFxWVpZPS6POnj2rTz75xK++3Bk0aJBpD678/HzHpt+9e/dWly5d/LreXXfdpfr16zuO09LSnDYR9+SRRx5xJGpuuukm1atXz6/+K3p8JTFx4kTTDMZt27bpq6++8touPz9fL7/8csD9Ft83r+h+WEXNmjVLU6dO1dSpU5WSkhJwf5VB0T0RA11eWchisTglR202mz799NMSXRcAULmQIAMAAJLOb7DvaqmgP8srPbVp2rSpWrVq5dd1Ro8erebNm5vO3X///UpNTXXbxm636/bbb9epU6f86ssTd5vw+zN7rFBiYqJmzJhhenris88+69NeXc8++6wjoVO7dm09/fTTfvdf0eMriTZt2uiJJ54wnbv77rt1+PBhj+0mTZqkXbt2KSkpKaB+mzdvrvj4eMfxvn37nPbIs9vtWrduneO4MjwYIVA2m02fffaZJKlHjx5q27Ztia/JMksAgDckyAAAgKTzG+wPGTLE6XywEmT+zh4rjGnq1KmmZM3BgwfVp08fx8b/Re3du1eXXXaZZsyYoVq1apnKsrKytHnzZsdXVlaWz3HceOONpgSHJCUnJ+vqq6/28xWdN3DgQL3//vuKjDz/QHGbzabx48fr4Ycfdrnsa+fOnbrmmmv0+OOPSzq/N9uMGTNUp04dp7r79u0zvc7iS1J37tzpKHO36Xxpxic5fy8yMjJM5UeOHHEbY9Gyffv2+XVdSXr00Ud18cUXO46PHTumPn366JtvvpHdbjfVPXDggK6++mq9+eabGjlypC699FKXr8cbq9WqMWPGOI7Pnj2r999/33FsGIb+7//+zzFrrGPHjmrRooVPr6k036tQKhrPtGnTHONswIABXserL9c0DMMp2b5x40Z98803jjrB2LcQAFCBGQAAAP81depUQ5Ljq1q1akZ+fr7f10lLSzMiIiJM15ozZ07AcU2bNs2IjY01XU+SUa9ePWP48OHGxRdfbHTu3NmwWCyGJGP06NHGvHnznOoX/Vq6dKlfMfzxj380tb/33nsDfj2FFi1aZNSrV890XavVanTp0sUYM2aMMWrUKKNVq1am8kaNGhk//vij22sOGjTI4+su+tWkSZOQx2cYhrF06dKAY7zpppt8bvvhhx+67D83N9e46qqrXI6niy66yBg7dqxpPA0YMMDIzMx06tvd9V3ZuHGjERMTY2p/wQUXGKNHjzaaNm1qen8XLlxYbt6rQOzbt8/p+t748jq9jddArln066mnnvJ6zeLvqS9tAAAVAzPIAACAQ/FZXkOGDHHMIvJHcnKyevbs6TiOjIzURRddFHBcN954o9auXasJEybIav3f7UtKSooWLVqkefPmaePGjWrbtq0+++wzffvtt0pISAi4P1fuuusu03EgyyuLGzZsmHbv3q1nn31WLVu2lHR+qd1vv/2m7777Tt9//7127dolSWrcuLH+/ve/a+vWrbrwwgtL3HdliC9Q0dHR+vzzzzVr1ix17NjRcT4lJUVLlizRt99+q40bN6p58+Z68cUXtXjxYiUmJjpt0u/PE1k7deqkBQsWmJYL/v7775o/f772798v6fxSzG+++UbDhw8v2QsEAAB+sxjFP+kBAADKsfT0dP3888/at2+fMjMzVbVqVdWuXVu9e/dWs2bNyjq8Etm1a5c2bNigEydOKDMzU1WqVFGdOnXUtWtXtW7dukRP8guH+AK1bds2rVu3TikpKYqMjFTdunXVpk0bdevWzVRvwoQJmjt3ruP4+++/93vpsGEY2rBhgzZs2KCTJ0/KZrOpRo0a6tKli3r27GlKAFdU+/fvd/pZrCz/5Lj55ptNe5c99dRTmjx5ctkFBAAIGv//JAwAAFCGkpOTNXbs2LIOo1S0atXK7wcZhFJ5jy9Q7dq1U7t27bzWK/5wCHd7rHlisVjUrVs3p+QbAAAoWxX/T1QAAABACGzatMnx/1WrVjUtzwQAABUbM8gAAAAQNl599VVNnTpVw4cP19tvv+1zu19++UWZmZmO40D35wtXmzdvdnm+vCYZjx07ppMnTzqdL+unfQIASg+f6gAAAAgbp06d0p49e5SamqoXX3xRVatW9andq6++ajqeNGlSaYRXaXXq1Mnl+fK6N9nzzz+v119/vazDAACEEEssAQAAEHZOnz6thx9+2Ke6H374ob744gvH8aWXXqpBgwaVVmgAAKAM8BRLAAAAhI0nnnhCzzzzjOP46quv1t///ne1bt3aqe6+ffv04osv6t1333XMdGrXrp1WrVqlatWqhSxmAABQ+lhiCQAAgLCRkJBgOv7888/1+eefq2nTpmrVqpUSEhJ05swZ7du3T3v37jXVHTt2rKZPn05yDACASogZZAAAAAgra9eu1YwZM7Rw4UJt2bLFY93IyEgNHDhQ999/v8aMGROiCAEAQKiRIAMAAEDYSktL07Zt27Rnzx6lpaUpKytL0dHRql69upo0aaI+ffqoSpUqZR0mAAAoZSTIAAAAAAAAENZ4iiUAAAAAAADCGgkyAAAAAAAAhDUSZAAAAAAAAAhrJMgAAAAAAAAQ1kiQAQAAAAAAIKyRIAMAAAAAAEBYI0EGAAAAAACAsEaCDAAAAAAAAGGNBBkAAAAAAADCGgkyAAAAAAAAhDUSZAAAAAAAAAhrJMgAAAAAAAAQ1kiQAQAAAAAAIKyRIAMAAAAAAEBYI0EGAAAAAACAsEaCDAAAAAAAAGGNBBkAAAAAAADCGgkyAAAAAAAAhDUSZAAAAAAAAAhr/w+h5IdOZv15WQAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "wave_eff_angstroms, (transmission_wave_angstroms, transmission) = infer_filter_info(filter_name=\"V\", telescope=\"Keck\")\n", "\n", "fig, ax = plt.subplots()\n", "ax.plot(transmission_wave_angstroms, transmission)\n", "ax.set_ylabel(\"Transmission\")\n", "ax.set_xlabel(r\"Wavelength [$\\AA$]\")\n", "\n", "wave_eff_angstroms" ] }, { "cell_type": "markdown", "id": "600e4550-c282-4fe6-a61c-6be40dfb68ac", "metadata": {}, "source": [ "BUT, the output looks different!! This is because the code implicitly assumes the V filter is for the Keck LRIS instrument. It is, unfortunately, an assumption that we may occasionally need to make!\n", "\n", "In another case, just the filter name might be known to be `V`:" ] }, { "cell_type": "code", "execution_count": 4, "id": "9d4f2769-d5c5-4d08-9360-44a28f205f2a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "np.float64(5537.155963302752)" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "wave_eff_angstroms, (transmission_wave_angstroms, transmission) = infer_filter_info(filter_name=\"V\")\n", "\n", "fig, ax = plt.subplots()\n", "ax.plot(transmission_wave_angstroms, transmission)\n", "ax.set_ylabel(\"Transmission\")\n", "ax.set_xlabel(r\"Wavelength [$\\AA$]\")\n", "\n", "wave_eff_angstroms" ] }, { "cell_type": "markdown", "id": "a4486686-3a21-4ea7-8868-5cf3654a5fb3", "metadata": {}, "source": [ "Where then this transmission function is assumed to be the generic Johnson-Cousins V-band transmission. You can also change the output units, let's say we want this in $\\mu$m instead of angstroms:" ] }, { "cell_type": "code", "execution_count": 5, "id": "b1ceb364-9e5e-4401-812c-40e49d3c81ec", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "np.float64(0.5537155963302752)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "wave_eff_angstroms, (transmission_wave_angstroms, transmission) = infer_filter_info(filter_name=\"V\", out_wave_unit=u.um)\n", "\n", "fig, ax = plt.subplots()\n", "ax.plot(transmission_wave_angstroms, transmission)\n", "ax.set_ylabel(\"Transmission\")\n", "ax.set_xlabel(r\"Wavelength [$\\mu$m]\")\n", "\n", "wave_eff_angstroms" ] }, { "cell_type": "markdown", "id": "7bf6bcb0-1cf5-4459-96bf-169a6fcc6fa4", "metadata": {}, "source": [ "# Radio Bands\n", "The package can also handle radio bands, for example say we have an observation at VLA X-band. However, the major caveat with this is that it assumes a flat/constant transmission function!\n", "\n", "Also note that we can tell it to give us the output in GHz, much more friendly for the radio!" ] }, { "cell_type": "code", "execution_count": 6, "id": "7f7a5210-ed04-408f-a01f-6ec56f791954", "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$10 \\; \\mathrm{GHz}$" ], "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "wave_eff_angstroms, (transmission_wave_angstroms, transmission) = infer_filter_info(filter_name=\"X\", out_wave_unit=u.GHz, obs_type=\"radio\")\n", "\n", "fig, ax = plt.subplots()\n", "ax.plot(transmission_wave_angstroms, transmission)\n", "ax.set_ylabel(\"Transmission\")\n", "ax.set_xlabel(r\"Wavelength [$\\AA$]\")\n", "\n", "wave_eff_angstroms" ] }, { "cell_type": "markdown", "id": "c4dbf6ba-1dfd-4ce2-80e0-ade3240a5925", "metadata": {}, "source": [ "## Advanced Usage: Customizing the Defaults\n", "\n", "You might disagree with our assumptions, so we made it easy for you to customize them. Returning to the Keck example, say that you believe if the `filter_name=\"V\"` and the `telescope=\"Keck\"` the default assumption for the instrument should be `ESI` rather than `LRIS`. To do this you just need to pass in a custom `UvoirFilter` class." ] }, { "cell_type": "code", "execution_count": 11, "id": "6a911886-2cf6-4f37-acda-8706331d8d98", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "np.float64(5469.061740303522)" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from infer_filter_info.filter_mappings import UvoirFilter\n", "\n", "f = UvoirFilter(\"V\", telescope=\"Keck\")\n", "f.wave_eff # this effective wavelength is from the assumed default in the package" ] }, { "cell_type": "code", "execution_count": 10, "id": "fa6594bf-53cb-4912-a0f8-4ffa27847d02", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "np.float64(5449.340427673902)" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "f.instrument = \"ESI\" # update the instrument\n", "f.wave_eff # check the effective wavelength again" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.12.7" } }, "nbformat": 4, "nbformat_minor": 5 }