diff --git a/docs/possible_stardis_outputs/possible_stardis_outputs.ipynb b/docs/possible_stardis_outputs/possible_stardis_outputs.ipynb index c4b3be82..42db7a6e 100644 --- a/docs/possible_stardis_outputs/possible_stardis_outputs.ipynb +++ b/docs/possible_stardis_outputs/possible_stardis_outputs.ipynb @@ -9,15 +9,13 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", - "from tardis.io.atom_data.util import download_atom_data\n", - "\n", "from stardis.base import run_stardis\n", "\n", "from astropy import units as u, constants as const" @@ -75,7 +73,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -103,7 +101,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -126,7 +124,7 @@ " 69310000.] cm>" ] }, - "execution_count": 31, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -146,7 +144,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -595,7 +593,7 @@ "[495 rows x 56 columns]" ] }, - "execution_count": 32, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -615,110 +613,34 @@ "\n", "This is a breakdown of how opacities_dict stores this information\n", "``` python\n", - "opacities_dict = {\n", - " \"opacity_source_a\": [\n", - " [contribution at wavelength 1 depth 1, contribution at wavelength 2 depth 1, contribution at wavelength 3 depth 1,...]\n", - " [contribution at wavelength 1 depth 2, contribution at wavelength 2 depth 2, contribution at wavelength 3 depth 2,...]\n", - " ...]\n", - " \"opacity_source_b\": ...\n", - " ...\n", - "}\n", + "opacities_dict['opacity_source'][depth_point_index, wavelength_index]\n", "```" ] }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 30, "metadata": {}, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'alpha_bf': array([[1.36913908e-05, 1.36914536e-05, 1.36915164e-05, ...,\n", - " 1.40076291e-05, 1.40076928e-05, 1.40077566e-05],\n", - " [9.13532666e-06, 9.13536857e-06, 9.13541047e-06, ...,\n", - " 9.34633082e-06, 9.34637337e-06, 9.34641592e-06],\n", - " [6.03080271e-06, 6.03083037e-06, 6.03085803e-06, ...,\n", - " 6.17009980e-06, 6.17012789e-06, 6.17015598e-06],\n", - " ...,\n", - " [1.71445723e-16, 1.71446509e-16, 1.71447296e-16, ...,\n", - " 1.75405708e-16, 1.75406507e-16, 1.75407305e-16],\n", - " [9.36638719e-17, 9.36643015e-17, 9.36647312e-17, ...,\n", - " 9.58272829e-17, 9.58277191e-17, 9.58281554e-17],\n", - " [5.39123553e-17, 5.39126026e-17, 5.39128499e-17, ...,\n", - " 5.51576015e-17, 5.51578526e-17, 5.51581037e-17]]), 'alpha_ff': array([[1.57635375e-06, 1.57636098e-06, 1.57636821e-06, ...,\n", - " 1.61276374e-06, 1.61277108e-06, 1.61277843e-06],\n", - " [9.82635726e-07, 9.82640234e-07, 9.82644742e-07, ...,\n", - " 1.00533226e-06, 1.00533683e-06, 1.00534141e-06],\n", - " [6.04547733e-07, 6.04550506e-07, 6.04553279e-07, ...,\n", - " 6.18511337e-07, 6.18514153e-07, 6.18516969e-07],\n", - " ...,\n", - " [8.20169899e-19, 8.20173661e-19, 8.20177423e-19, ...,\n", - " 8.39113858e-19, 8.39117678e-19, 8.39121498e-19],\n", - " [4.24701450e-19, 4.24703399e-19, 4.24705347e-19, ...,\n", - " 4.34511036e-19, 4.34513014e-19, 4.34514992e-19],\n", - " [2.33677233e-19, 2.33678305e-19, 2.33679377e-19, ...,\n", - " 2.39074617e-19, 2.39075705e-19, 2.39076794e-19]]), 'alpha_rayleigh': array([[0., 0., 0., ..., 0., 0., 0.],\n", - " [0., 0., 0., ..., 0., 0., 0.],\n", - " [0., 0., 0., ..., 0., 0., 0.],\n", - " ...,\n", - " [0., 0., 0., ..., 0., 0., 0.],\n", - " [0., 0., 0., ..., 0., 0., 0.],\n", - " [0., 0., 0., ..., 0., 0., 0.]]), 'alpha_electron': array([[4.27029568e-09, 4.27029568e-09, 4.27029568e-09, ...,\n", - " 4.27029568e-09, 4.27029568e-09, 4.27029568e-09],\n", - " 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[4.45640578e+10, 3.56778433e+10, 2.85716628e+10, ...,\n", - " 1.94878653e+07, 1.52060648e+07, 1.18263663e+07]]), 'alpha_line_at_nu_doppler_widths': array([[2.60990581e+09, 2.57607191e+09, 2.54207091e+09, ...,\n", - " 1.68603121e+09, 1.67720360e+09, 1.66986978e+09],\n", - " [2.70494492e+09, 2.66987897e+09, 2.63463984e+09, ...,\n", - " 1.74742765e+09, 1.73827858e+09, 1.73067770e+09],\n", - " [2.70494780e+09, 2.66988181e+09, 2.63464264e+09, ...,\n", - " 1.74742950e+09, 1.73828043e+09, 1.73067954e+09],\n", - " ...,\n", - " [2.62972795e+09, 2.59563708e+09, 2.56137785e+09, ...,\n", - " 1.69883656e+09, 1.68994190e+09, 1.68255238e+09],\n", - " [2.72534052e+09, 2.69001016e+09, 2.65450532e+09, ...,\n", - " 1.76060345e+09, 1.75138540e+09, 1.74372721e+09],\n", - " [2.84048806e+09, 2.80366498e+09, 2.76666003e+09, ...,\n", - " 1.83499018e+09, 1.82538266e+09, 1.81740091e+09]])}\n" - ] + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "print(sim.stellar_radiation_field.opacities.opacities_dict)" + "alpha_lines = sim.stellar_radiation_field.opacities.opacities_dict['alpha_line_at_nu']\n", + "\n", + "for depth_point in range(1, len(alpha_lines), 12):\n", + "\n", + " plt.plot(sim.lambdas, alpha_lines[depth_point], label=f'{depth_point}th layer')\n", + "plt.legend()\n", + "plt.yscale('log')" ] } ],