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Created July 13, 2023 19:59
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projects/gala-notebooks/Untitled3.ipynb
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{
"cells": [
{
"metadata": {
"ExecuteTime": {
"start_time": "2023-07-13T19:51:03.208864Z",
"end_time": "2023-07-13T19:51:03.220859Z"
},
"trusted": true
},
"cell_type": "code",
"source": "import astropy.coordinates as coord\nimport astropy.units as u\nimport matplotlib as mpl\nimport matplotlib.pyplot as plt\n%matplotlib inline\nimport numpy as np\n\n# gala\nimport gala.coordinates as gc\nimport gala.dynamics as gd\nimport gala.potential as gp\nimport gala.integrate as gi\nfrom gala.units import galactic\n\nimport agama\nagama.setUnits(mass=u.Msun, length=u.kpc, time=u.Myr)",
"execution_count": 3,
"outputs": []
},
{
"metadata": {
"ExecuteTime": {
"start_time": "2023-07-13T19:51:14.066841Z",
"end_time": "2023-07-13T19:51:14.089993Z"
},
"trusted": true
},
"cell_type": "code",
"source": "gala_pot = gp.MilkyWayPotential2022()\n\nagama_components = []\nfor p in gala_pot[\"disk\"].get_three_potentials().values():\n agama_components.append(\n dict(\n type=\"miyamotonagai\",\n mass=p.parameters[\"m\"].value,\n scaleradius=p.parameters[\"a\"].value,\n scaleheight=p.parameters[\"b\"].value,\n )\n )\n\nfor k in [\"bulge\", \"nucleus\"]:\n p = gala_pot[k]\n agama_components.append(\n dict(\n type=\"dehnen\",\n mass=p.parameters[\"m\"].value,\n scaleradius=p.parameters[\"c\"].value,\n gamma=1.0,\n )\n )\n\np = gala_pot[\"halo\"]\nagama_components.append(\n dict(\n type=\"nfw\", mass=p.parameters[\"m\"].value, scaleradius=p.parameters[\"r_s\"].value\n )\n)\nagama_pot = agama.Potential(*agama_components)",
"execution_count": 7,
"outputs": []
},
{
"metadata": {
"ExecuteTime": {
"start_time": "2023-07-13T19:52:52.304684Z",
"end_time": "2023-07-13T19:53:25.492934Z"
},
"trusted": true
},
"cell_type": "code",
"source": "Jphi0 = (240*u.km/u.s * 8.2*u.kpc).decompose(galactic).value\ndJphi = Jphi0 * 0.04\ndJr = 0.05 * 1.\ndJz = 0.04 * 0.5\n\nN = 1_000_000\ndef df(J):\n Jr, Jz, Jphi = J.T\n return np.exp(- 0.5*((Jphi-Jphi0)/dJphi)**2 - np.abs(Jr)/dJr - np.abs(Jz)/dJz)\n\ngm = agama.GalaxyModel(agama_pot, df)\nxv = gm.sample(N)[0]",
"execution_count": 9,
"outputs": []
},
{
"metadata": {
"ExecuteTime": {
"start_time": "2023-07-13T19:53:35.438253Z",
"end_time": "2023-07-13T19:53:35.494232Z"
},
"trusted": true
},
"cell_type": "code",
"source": "w0 = gd.PhaseSpacePosition.from_w(xv.T, units=galactic)",
"execution_count": 11,
"outputs": []
},
{
"metadata": {
"ExecuteTime": {
"start_time": "2023-07-13T19:54:23.041078Z",
"end_time": "2023-07-13T19:54:23.609796Z"
},
"trusted": true
},
"cell_type": "code",
"source": "w0.cylindrical.plot(['rho', 'v_rho'], marker='o', s=1, alpha=0.1);",
"execution_count": 15,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": "<Figure size 288x288 with 1 Axes>",
"image/png": 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"
},
"metadata": {
"image/png": {
"width": 296,
"height": 296
}
}
}
]
},
{
"metadata": {
"ExecuteTime": {
"start_time": "2023-07-13T19:55:16.641917Z",
"end_time": "2023-07-13T19:55:16.831574Z"
},
"trusted": true
},
"cell_type": "code",
"source": "cyl = w0.cylindrical",
"execution_count": 16,
"outputs": []
},
{
"metadata": {
"ExecuteTime": {
"start_time": "2023-07-13T19:58:54.989621Z",
"end_time": "2023-07-13T19:58:55.006229Z"
},
"trusted": true
},
"cell_type": "code",
"source": "new_vrho = cyl.v_rho + 25*u.km/u.s\nrep = coord.CylindricalRepresentation(cyl.rho, cyl.phi, cyl.z)\ndiff = coord.CylindricalDifferential(new_vrho, cyl.pm_phi, cyl.v_z)\nrep = rep.with_differentials(diff)\nw0_perturbed = gd.PhaseSpacePosition(rep)",
"execution_count": 30,
"outputs": []
},
{
"metadata": {
"ExecuteTime": {
"start_time": "2023-07-13T19:58:58.377156Z",
"end_time": "2023-07-13T19:59:01.567287Z"
},
"trusted": true
},
"cell_type": "code",
"source": "wf_perturbed = gala_pot.integrate_orbit(\n w0_perturbed[:20000], dt=1.0, n_steps=1000, store_all=False\n)",
"execution_count": 31,
"outputs": []
},
{
"metadata": {
"ExecuteTime": {
"start_time": "2023-07-13T19:59:01.568447Z",
"end_time": "2023-07-13T19:59:01.704604Z"
},
"trusted": true
},
"cell_type": "code",
"source": "wf_perturbed[0].cylindrical.plot(['rho', 'v_rho'], marker='o', s=1, alpha=0.2);",
"execution_count": 32,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": "<Figure size 288x288 with 1 Axes>",
"image/png": 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"
},
"metadata": {
"image/png": {
"width": 296,
"height": 296
}
}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "",
"execution_count": null,
"outputs": []
}
],
"metadata": {
"kernelspec": {
"name": "conda-root-py",
"display_name": "Python [conda env:root] *",
"language": "python"
},
"toc": {
"nav_menu": {},
"number_sections": true,
"sideBar": true,
"skip_h1_title": false,
"base_numbering": 1,
"title_cell": "Table of Contents",
"title_sidebar": "Contents",
"toc_cell": false,
"toc_position": {},
"toc_section_display": true,
"toc_window_display": false
},
"language_info": {
"name": "python",
"version": "3.10.4",
"mimetype": "text/x-python",
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"pygments_lexer": "ipython3",
"nbconvert_exporter": "python",
"file_extension": ".py"
},
"gist": {
"id": "",
"data": {
"description": "projects/gala-notebooks/Untitled3.ipynb",
"public": true
}
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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