adrn/Stream-subhalo-demo.ipynb

## Stream-subhalo-demo.ipynb
{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "d8e19938-6cdb-4e23-a193-ed27f9e69401",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-09-11T15:00:45.980698Z",
     "iopub.status.busy": "2023-09-11T15:00:45.980594Z",
     "iopub.status.idle": "2023-09-11T15:00:47.866669Z",
     "shell.execute_reply": "2023-09-11T15:00:47.866385Z",
     "shell.execute_reply.started": "2023-09-11T15:00:45.980688Z"
    }
   },
   "outputs": [],
   "source": [
    "import sys\n",
    "import pathlib\n",
    "path = pathlib.Path(\"~/projects/dark-sectors-mw/scripts/\")\n",
    "path = path.expanduser().absolute()\n",
    "if str(path) not in sys.path:\n",
    "    sys.path.append(str(path))\n",
    "\n",
    "import astropy.coordinates as coord\n",
    "import astropy.table as at\n",
    "import astropy.units as u\n",
    "import matplotlib as mpl\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "import numpy as np\n",
    "\n",
    "# gala\n",
    "import gala.coordinates as gc\n",
    "import gala.dynamics as gd\n",
    "import gala.integrate as gi\n",
    "import gala.potential as gp\n",
    "from gala.units import galactic\n",
    "\n",
    "import streamsubhalosim as sssim\n",
    "from streamsubhaloplot import plot_sky_projections"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "05b9120c-fe40-49ae-ac4b-dacde81a7162",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-09-11T15:00:47.867966Z",
     "iopub.status.busy": "2023-09-11T15:00:47.867807Z",
     "iopub.status.idle": "2023-09-11T15:00:47.872228Z",
     "shell.execute_reply": "2023-09-11T15:00:47.871950Z",
     "shell.execute_reply.started": "2023-09-11T15:00:47.867956Z"
    }
   },
   "outputs": [],
   "source": [
    "mw = gp.MilkyWayPotential2022()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "174ef258-c58b-4369-a739-2b5fb089a6ea",
   "metadata": {},
   "source": [
    "Pick an arbitrary location for the progenitor, and make that pericenter for the stream progenitor:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "ec02a491-c0fd-4030-93b3-82986f190b99",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-09-11T15:00:47.872804Z",
     "iopub.status.busy": "2023-09-11T15:00:47.872687Z",
     "iopub.status.idle": "2023-09-11T15:00:47.877839Z",
     "shell.execute_reply": "2023-09-11T15:00:47.877527Z",
     "shell.execute_reply.started": "2023-09-11T15:00:47.872796Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Quantity [10.,  0., 10.] kpc>,\n",
       " <Quantity [  0.        , 272.12667076,   0.        ] km / s>)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pos = [10, 0, 10.] * u.kpc\n",
    "vcirc = mw.circular_velocity(pos)[0]\n",
    "wf = gd.PhaseSpacePosition(pos=pos, vel=[0, 1.3, 0] * vcirc)\n",
    "wf.xyz, wf.v_xyz"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b1ffedd6-064f-4969-9aa3-2fbc558e0abc",
   "metadata": {},
   "source": [
    "Compute and visualize the orbit of the progenitor as a sanity check:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "0f16c5d2-ef67-4ac3-a983-af3468709b2f",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-09-11T15:00:47.879102Z",
     "iopub.status.busy": "2023-09-11T15:00:47.878590Z",
     "iopub.status.idle": "2023-09-11T15:00:48.329256Z",
     "shell.execute_reply": "2023-09-11T15:00:48.328927Z",
     "shell.execute_reply.started": "2023-09-11T15:00:47.879089Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 864x288 with 3 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 296,
       "width": 872
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "orbit = mw.integrate_orbit(wf, dt=-1, t1=0, t2=-4*u.Gyr)\n",
    "orbit.plot();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b02c328b-71dc-4881-8831-36e5d46bdcd9",
   "metadata": {},
   "source": [
    "Specify simulation parameters -- all of these are customizable! For example, you may want to decrease the timestep and/or increase `n_particles` to get a denser sampling of the stream and impact. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "ded23fd6-5f61-4e96-a50d-eb864a73c811",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-09-11T15:08:33.225194Z",
     "iopub.status.busy": "2023-09-11T15:08:33.224556Z",
     "iopub.status.idle": "2023-09-11T15:08:33.229252Z",
     "shell.execute_reply": "2023-09-11T15:08:33.228461Z",
     "shell.execute_reply.started": "2023-09-11T15:08:33.225168Z"
    }
   },
   "outputs": [],
   "source": [
    "sim_kw = dict(\n",
    "    mw_potential=mw,\n",
    "    final_prog_w=wf,\n",
    "    M_stream=5e4 * u.Msun,\n",
    "    t_pre_impact=5 * u.Gyr,\n",
    "    dt=0.5 * u.Myr,\n",
    "    n_particles=2,\n",
    "    seed=42,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d6c7bcb6-cfe8-4e5c-80c5-d261be4d23ff",
   "metadata": {},
   "source": [
    "The \"impact site\" is a location along the stream itself where the subhalo perturber will make its closest approach:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "e97cb851-3a4c-4727-a03d-fb30fe41a1f1",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-09-11T15:13:26.879368Z",
     "iopub.status.busy": "2023-09-11T15:13:26.878867Z",
     "iopub.status.idle": "2023-09-11T15:15:15.704401Z",
     "shell.execute_reply": "2023-09-11T15:15:15.704072Z",
     "shell.execute_reply.started": "2023-09-11T15:13:26.879343Z"
    }
   },
   "outputs": [],
   "source": [
    "init_sim = sssim.StreamSubhaloSimulation(t_post_impact=0 * u.Myr, **sim_kw)\n",
    "(init_stream, init_prog), _ = init_sim.run_init_stream()\n",
    "\n",
    "# make sure the impact site is at least 10 kpc from the progenitor\n",
    "impact_site = init_sim.get_impact_site(init_stream, init_prog, prog_dist=5 * u.kpc)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "7638a10d-2bd7-4c07-bdb6-137cf34a8144",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-09-11T15:15:15.705291Z",
     "iopub.status.busy": "2023-09-11T15:15:15.705196Z",
     "iopub.status.idle": "2023-09-11T15:15:16.048841Z",
     "shell.execute_reply": "2023-09-11T15:15:16.048533Z",
     "shell.execute_reply.started": "2023-09-11T15:15:15.705282Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 864x288 with 3 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 296,
       "width": 872
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = init_stream.plot()\n",
    "_ = impact_site.plot(axes=fig.axes, color='r', zorder=1000)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "02c99ca0-2d21-4908-bb8f-f3801a13983e",
   "metadata": {},
   "source": [
    "We now need to evolve the impact site backwards from present day to the time of impact:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "d0be7ffe-4c90-47ad-9b8a-96451f1a6aef",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-09-11T15:15:16.049354Z",
     "iopub.status.busy": "2023-09-11T15:15:16.049275Z",
     "iopub.status.idle": "2023-09-11T15:15:16.064849Z",
     "shell.execute_reply": "2023-09-11T15:15:16.064545Z",
     "shell.execute_reply.started": "2023-09-11T15:15:16.049346Z"
    }
   },
   "outputs": [],
   "source": [
    "sim = sssim.StreamSubhaloSimulation(t_post_impact=200*u.Myr, **sim_kw)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "47878752-6dcb-4058-a1ad-5529c3528bf0",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-09-11T15:15:16.069179Z",
     "iopub.status.busy": "2023-09-11T15:15:16.068832Z",
     "iopub.status.idle": "2023-09-11T15:15:16.076522Z",
     "shell.execute_reply": "2023-09-11T15:15:16.076066Z",
     "shell.execute_reply.started": "2023-09-11T15:15:16.069167Z"
    }
   },
   "outputs": [],
   "source": [
    "impact_site_at_impact = sim.H.integrate_orbit(\n",
    "    impact_site,\n",
    "    dt=-sim.dt,\n",
    "    t1=sim.t_pre_impact + sim.t_post_impact,\n",
    "    t2=sim.t_pre_impact,\n",
    "    Integrator=gi.DOPRI853Integrator,\n",
    ")[-1]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "be9e6d59-c7e9-4a9f-82cd-acbaec465840",
   "metadata": {},
   "source": [
    "We now set up the parameters of the subhalo perturber -- here I pick a scale radius based on the Erkal+2016 scaling relation (the mass-size relation for CDM subhalos translated to a Hernquist profile):"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "cd73e853-9e6d-4491-8507-9cf41baa8ce8",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-09-11T15:15:16.077944Z",
     "iopub.status.busy": "2023-09-11T15:15:16.076980Z",
     "iopub.status.idle": "2023-09-11T15:15:16.085208Z",
     "shell.execute_reply": "2023-09-11T15:15:16.084632Z",
     "shell.execute_reply.started": "2023-09-11T15:15:16.077612Z"
    }
   },
   "outputs": [],
   "source": [
    "M_subhalo = 5e7 * u.Msun\n",
    "c_subhalo = 1.005 * u.kpc * (M_subhalo / (1e8 * u.Msun)) ** 0.5\n",
    "subhalo_potential = gp.HernquistPotential(\n",
    "    m=M_subhalo, c=c_subhalo, units=galactic\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "86a2d2df-de9b-49ac-8a22-49ffa31854cd",
   "metadata": {},
   "source": [
    "We have the impact site of the stream above, but we can make it so the subhalo perturber has a finite impact parameter. Here I set that in units of the subhalo scale radius (as 0.5 x scale radius). You can also set the other geometrical parameters of the impact, and the relative velocity components:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "1e40c3ac-0c8d-4aee-9fdf-17e995136036",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-09-11T15:15:16.085702Z",
     "iopub.status.busy": "2023-09-11T15:15:16.085611Z",
     "iopub.status.idle": "2023-09-11T15:15:16.092118Z",
     "shell.execute_reply": "2023-09-11T15:15:16.091260Z",
     "shell.execute_reply.started": "2023-09-11T15:15:16.085692Z"
    }
   },
   "outputs": [],
   "source": [
    "impact_b = 0.5 * c_subhalo\n",
    "subhalo_w0 = sssim.get_subhalo_w0(\n",
    "    impact_site_at_impact, b=impact_b, phi=0.*u.rad, vphi=50*u.km/u.s, vz=50*u.km/u.s\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b2bad5d0-3026-45da-923c-4e76bb08d8ec",
   "metadata": {},
   "source": [
    "Compute the \"buffer time\" duration and timestep. The buffer time is the amount of time in the simulation that the perturber has mass -- outside of this time period the perturber mass is set to 0. Here, we set the buffer time to 32 times the crossing time:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "329b9c8b-26f3-4fff-b354-d074e2280d53",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-09-11T15:15:16.093265Z",
     "iopub.status.busy": "2023-09-11T15:15:16.093052Z",
     "iopub.status.idle": "2023-09-11T15:15:16.103058Z",
     "shell.execute_reply": "2023-09-11T15:15:16.098922Z",
     "shell.execute_reply.started": "2023-09-11T15:15:16.093253Z"
    }
   },
   "outputs": [],
   "source": [
    "BUFFER_N = 32\n",
    "subhalo_dv = np.linalg.norm(subhalo_w0.v_xyz - impact_site.v_xyz)\n",
    "subhalo_dx = np.max(u.Quantity([impact_b, c_subhalo]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "1c7f274b-fb2d-4e43-97f3-2a8ad6c4bd2f",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-09-11T15:15:16.104600Z",
     "iopub.status.busy": "2023-09-11T15:15:16.104064Z",
     "iopub.status.idle": "2023-09-11T15:15:16.112037Z",
     "shell.execute_reply": "2023-09-11T15:15:16.110980Z",
     "shell.execute_reply.started": "2023-09-11T15:15:16.104569Z"
    }
   },
   "outputs": [],
   "source": [
    "# Minimum buffer time = 20 Myr\n",
    "t_buffer_impact = np.round(\n",
    "    (BUFFER_N * subhalo_dx / subhalo_dv).to(u.Myr), decimals=0\n",
    ")\n",
    "t_buffer_impact = np.max(u.Quantity([t_buffer_impact, 20 * u.Myr]))\n",
    "\n",
    "# Minimum buffer time step = 0.05 Myr\n",
    "impact_dt = np.round((t_buffer_impact / 256).to(u.Myr), decimals=1)\n",
    "impact_dt = np.max(u.Quantity([impact_dt, 0.05 * u.Myr]))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "86ca8d39-792b-4aac-8c4e-8f2bd7a8a150",
   "metadata": {},
   "source": [
    "Now we can start the simulation:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "25dd9f2c-90ef-4f77-a7df-0039fdabf1d0",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-09-11T15:15:16.112987Z",
     "iopub.status.busy": "2023-09-11T15:15:16.112623Z",
     "iopub.status.idle": "2023-09-11T15:17:21.967739Z",
     "shell.execute_reply": "2023-09-11T15:17:21.967140Z",
     "shell.execute_reply.started": "2023-09-11T15:15:16.112872Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Starting simulation: pos=(-8.65080498, -21.80474496, -8.98026258) kpc\n",
      "vel=(123.15280163, -119.95175558, 122.67773619) km / s, t_buffer_impact=50.000 Myr, impact_dt=0.200 Myr\n"
     ]
    }
   ],
   "source": [
    "print(\n",
    "    f\"Starting simulation: \"\n",
    "    + f\"{subhalo_w0}, {t_buffer_impact=:.3f}, {impact_dt=:.3f}\"\n",
    ")\n",
    "\n",
    "stream, _, final_prog, final_t = sim.run_perturbed_stream(\n",
    "    subhalo_w0, subhalo_potential, t_buffer_impact, impact_dt\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "3aa771b5-12f2-481f-871f-23d7015496b2",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-09-11T15:17:21.970255Z",
     "iopub.status.busy": "2023-09-11T15:17:21.969949Z",
     "iopub.status.idle": "2023-09-11T15:17:22.298002Z",
     "shell.execute_reply": "2023-09-11T15:17:22.297718Z",
     "shell.execute_reply.started": "2023-09-11T15:17:21.970246Z"
    }
   },
   "outputs": [
    {
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      "text/plain": [
       "<Figure size 864x288 with 3 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 296,
       "width": 872
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "_ = stream.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "ca66a7a7-3505-4b9e-b2a0-ba1be78c8bc2",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-09-11T15:17:22.298582Z",
     "iopub.status.busy": "2023-09-11T15:17:22.298501Z",
     "iopub.status.idle": "2023-09-11T15:17:22.397713Z",
     "shell.execute_reply": "2023-09-11T15:17:22.397430Z",
     "shell.execute_reply.started": "2023-09-11T15:17:22.298574Z"
    }
   },
   "outputs": [],
   "source": [
    "stream_sfr = sssim.get_in_stream_frame(init_stream, impact=impact_site, prog=init_prog)\n",
    "tracks = sssim.get_stream_track(stream_sfr, lon_lim=(-45, 45))\n",
    "stream_frame = stream_sfr.replicate_without_data()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "6fa3f89a-a773-473e-b2c5-7c952eb8925c",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-09-11T15:17:22.398209Z",
     "iopub.status.busy": "2023-09-11T15:17:22.398129Z",
     "iopub.status.idle": "2023-09-11T15:17:23.479242Z",
     "shell.execute_reply": "2023-09-11T15:17:23.478963Z",
     "shell.execute_reply.started": "2023-09-11T15:17:22.398201Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1152x1440 with 5 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 1448,
       "width": 1160
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "stream_sfr = sssim.get_in_stream_frame(stream, stream_frame=stream_frame)\n",
    "fig, axes = plot_sky_projections(stream_sfr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "657f7f89-8d2c-415e-bfae-26201ff9064d",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "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": "3.10.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}