VRO.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%run imports\n",
    "from src.functions import *\n",
    "from src.classes import *\n",
    "from src.plots import *\n",
    "#195633320791780608, 195633325090480896\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Input file created at giessler_traceback/two_trace/input.tsv\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/usr/lib/python3/dist-packages/numpy/ma/core.py:467: RuntimeWarning: invalid value encountered in cast\n",
      "  fill_value = np.array(fill_value, copy=False, dtype=ndtype)\n"
     ]
    }
   ],
   "source": [
    "trace = Traceback(195633320791780608, 195633325090480896)\n",
    "trace.create_input_file()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Usage example\n",
    "sample_config = 'sample_trace.conf'\n",
    "config = SimulationConfig(sample_config)\n",
    "\n",
    "# Change parameters with attributes\n",
    "config.orbits = 100_000  # This updates the \"Orbits\" key in the [Simulation] section\n",
    "config.steps = 1000      # This updates the \"Steps\" key\n",
    "config.stepsize = -100\n",
    "config.width = 100\n",
    "config.star1 = '\"two_trace/input.tsv#2\"'\n",
    "config.star2 = '\"two_trace/input.tsv#3\"'\n",
    "config.outfile = f'\"two_trace/trace/{round(time.time())}\"'\n",
    "# Save the changes\n",
    "config.save_config('giessler_traceback/two_trace/trace.conf')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "6.308451124744376"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "0.30848326/0.0489\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "5.857179044117648"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "0.31863054\t/0.0544"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Command executed successfully:\n",
      "two_trace/trace/1726845259.002+003: starting 16 threads for 100,000 'Potential' orbits:\n",
      "\n",
      "Thread #06: finished 6,248 orbits.\n",
      "Thread #15: finished 7,205 orbits.\n",
      "Thread #11: finished 6,882 orbits.\n",
      "Thread #01: finished 5,976 orbits.\n",
      "Thread #02: finished 6,014 orbits.\n",
      "Thread #12: finished 6,396 orbits.\n",
      "Thread #00: finished 5,947 orbits.\n",
      "Thread #04: finished 6,218 orbits.\n",
      "Thread #10: finished 6,437 orbits.\n",
      "Thread #03: finished 5,588 orbits.\n",
      "Thread #09: finished 6,300 orbits.\n",
      "Thread #07: finished 5,892 orbits.\n",
      "Thread #05: finished 6,238 orbits.\n",
      "Thread #13: finished 6,179 orbits.\n",
      "Thread #08: finished 6,135 orbits.\n",
      "Thread #14: finished 6,345 orbits.\n",
      "\n",
      "In 100 of 100,000 orbits the stars get closer than 1 pc to each other.\n",
      "The minimum separation of all orbits was 0.0577471 pc 10,900 years ago.\n",
      "The mean minimum separation vector of the two stars (X,Y,Z) was:\n",
      "(-0.04 ± 0.57, -0.04 ± 0.14, 0.04 ± 0.04) pc.\n",
      "The mean minimum separation was 0.0675319 pc (0.011 ± 0.001) Myr ago.\n",
      "Computational time: 5.0 s\n",
      "\n",
      "Delete this line to remove the beep ->\u0007<-\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "# Example: Executing the 'ls' command\n",
    "execute_command('cd giessler_traceback ; examples/trace/traceback two_trace/trace.conf')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import glob\n",
    "\n",
    "def get_last_created_file(directory):\n",
    "    # Get list of all files in the directory\n",
    "    files = glob.glob(os.path.join(directory, \"*\"))\n",
    "    \n",
    "    # Ensure the directory is not empty\n",
    "    if not files:\n",
    "        return None\n",
    "    \n",
    "    # Get the file with the latest creation time\n",
    "    latest_file = max(files, key=os.path.getctime)\n",
    "    \n",
    "    return latest_file\n",
    "\n",
    "# Set the folder path\n",
    "matches_file = \"giessler_traceback/two_trace/trace/\"\n",
    "matches_file = get_last_created_file(matches_file)\n",
    "\n",
    "best_params_table = best_params(matches_file)\n",
    "original_input = Table.read('giessler_traceback/two_trace/input.tsv', format='ascii.tab')[:2]\n",
    "best_params_table['RA'] = original_input['RA']\n",
    "best_params_table['DE'] = original_input['DE']\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "temp2 = vstack([original_input,best_params_table])\n",
    "temp2.write('giessler_traceback/two_trace/input.tsv', format='ascii.tab', overwrite=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Usage example\n",
    "sample_config = 'sample_trace.conf'\n",
    "config = SimulationConfig(sample_config)\n",
    "\n",
    "# Change parameters with attributes\n",
    "config.orbits = 100_000  # This updates the \"Orbits\" key in the [Simulation] section\n",
    "config.steps = 1000     # This updates the \"Steps\" key\n",
    "config.stepsize = -100\n",
    "config.width = 100\n",
    "config.star1 = '\"two_trace/input.tsv#4\"'\n",
    "config.star2 = '\"two_trace/input.tsv#5\"'\n",
    "config.outfile = f'\"two_trace/traj/{round(time.time())}\"'\n",
    "# Save the changes\n",
    "config.save_config('giessler_traceback/two_trace/traj.conf')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Command executed successfully:\n",
      "\n"
     ]
    }
   ],
   "source": [
    "execute_command('cd giessler_traceback ; examples/trajectories/trajectories two_trace/traj.conf')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><i>Table length=1000</i>\n",
       "<table id=\"table132378146101712\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>time</th><th>l_1</th><th>b_1</th><th>dist_1</th><th>l_2</th><th>b_2</th><th>dist_2</th><th>sep3d</th></tr></thead>\n",
       "<thead><tr><th>yr</th><th>deg</th><th>deg</th><th>pc</th><th>deg</th><th>deg</th><th>pc</th><th>pc</th></tr></thead>\n",
       "<thead><tr><th>int64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th></tr></thead>\n",
       "<tr><td>0</td><td>166.11239</td><td>4.27749</td><td>3189.08059</td><td>166.11101</td><td>4.28173</td><td>3189.08059</td><td>0.2482</td></tr>\n",
       "<tr><td>-100</td><td>166.11213</td><td>4.27753</td><td>3189.08059</td><td>166.11077</td><td>4.28174</td><td>3189.08059</td><td>0.246</td></tr>\n",
       "<tr><td>-200</td><td>166.11187</td><td>4.27757</td><td>3189.08059</td><td>166.11052</td><td>4.28174</td><td>3189.08059</td><td>0.2438</td></tr>\n",
       "<tr><td>-300</td><td>166.11161</td><td>4.27761</td><td>3189.08059</td><td>166.11028</td><td>4.28175</td><td>3189.08059</td><td>0.2416</td></tr>\n",
       "<tr><td>-400</td><td>166.11135</td><td>4.27766</td><td>3189.08059</td><td>166.11004</td><td>4.28176</td><td>3189.08059</td><td>0.2394</td></tr>\n",
       "<tr><td>-500</td><td>166.11109</td><td>4.2777</td><td>3189.08059</td><td>166.1098</td><td>4.28176</td><td>3189.08059</td><td>0.2372</td></tr>\n",
       "<tr><td>-600</td><td>166.11083</td><td>4.27774</td><td>3189.08059</td><td>166.10956</td><td>4.28177</td><td>3189.08059</td><td>0.235</td></tr>\n",
       "<tr><td>-700</td><td>166.11056</td><td>4.27779</td><td>3189.08059</td><td>166.10931</td><td>4.28178</td><td>3189.08059</td><td>0.2328</td></tr>\n",
       "<tr><td>-800</td><td>166.1103</td><td>4.27783</td><td>3189.08059</td><td>166.10907</td><td>4.28179</td><td>3189.08059</td><td>0.2306</td></tr>\n",
       "<tr><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr>\n",
       "<tr><td>-99000</td><td>165.85442</td><td>4.31952</td><td>3189.09303</td><td>165.87175</td><td>4.28864</td><td>3189.09055</td><td>1.9697</td></tr>\n",
       "<tr><td>-99100</td><td>165.85416</td><td>4.31957</td><td>3189.09305</td><td>165.87151</td><td>4.28865</td><td>3189.09058</td><td>1.9719</td></tr>\n",
       "<tr><td>-99200</td><td>165.8539</td><td>4.31961</td><td>3189.09308</td><td>165.87127</td><td>4.28866</td><td>3189.0906</td><td>1.9742</td></tr>\n",
       "<tr><td>-99300</td><td>165.85363</td><td>4.31965</td><td>3189.0931</td><td>165.87102</td><td>4.28866</td><td>3189.09062</td><td>1.9764</td></tr>\n",
       "<tr><td>-99400</td><td>165.85337</td><td>4.31969</td><td>3189.09313</td><td>165.87078</td><td>4.28867</td><td>3189.09064</td><td>1.9787</td></tr>\n",
       "<tr><td>-99500</td><td>165.85311</td><td>4.31974</td><td>3189.09315</td><td>165.87054</td><td>4.28868</td><td>3189.09066</td><td>1.9809</td></tr>\n",
       "<tr><td>-99600</td><td>165.85285</td><td>4.31978</td><td>3189.09318</td><td>165.8703</td><td>4.28869</td><td>3189.09068</td><td>1.9831</td></tr>\n",
       "<tr><td>-99700</td><td>165.85259</td><td>4.31982</td><td>3189.0932</td><td>165.87006</td><td>4.28869</td><td>3189.0907</td><td>1.9854</td></tr>\n",
       "<tr><td>-99800</td><td>165.85233</td><td>4.31986</td><td>3189.09323</td><td>165.86982</td><td>4.2887</td><td>3189.09072</td><td>1.9876</td></tr>\n",
       "<tr><td>-99900</td><td>165.85207</td><td>4.31991</td><td>3189.09326</td><td>165.86957</td><td>4.28871</td><td>3189.09074</td><td>1.9898</td></tr>\n",
       "</table></div>"
      ],
      "text/plain": [
       "<Table length=1000>\n",
       " time     l_1      b_1     dist_1      l_2      b_2     dist_2    sep3d \n",
       "  yr      deg      deg       pc        deg      deg       pc        pc  \n",
       "int64   float64  float64  float64    float64  float64  float64   float64\n",
       "------ --------- ------- ---------- --------- ------- ---------- -------\n",
       "     0 166.11239 4.27749 3189.08059 166.11101 4.28173 3189.08059  0.2482\n",
       "  -100 166.11213 4.27753 3189.08059 166.11077 4.28174 3189.08059   0.246\n",
       "  -200 166.11187 4.27757 3189.08059 166.11052 4.28174 3189.08059  0.2438\n",
       "  -300 166.11161 4.27761 3189.08059 166.11028 4.28175 3189.08059  0.2416\n",
       "  -400 166.11135 4.27766 3189.08059 166.11004 4.28176 3189.08059  0.2394\n",
       "  -500 166.11109  4.2777 3189.08059  166.1098 4.28176 3189.08059  0.2372\n",
       "  -600 166.11083 4.27774 3189.08059 166.10956 4.28177 3189.08059   0.235\n",
       "  -700 166.11056 4.27779 3189.08059 166.10931 4.28178 3189.08059  0.2328\n",
       "  -800  166.1103 4.27783 3189.08059 166.10907 4.28179 3189.08059  0.2306\n",
       "   ...       ...     ...        ...       ...     ...        ...     ...\n",
       "-99000 165.85442 4.31952 3189.09303 165.87175 4.28864 3189.09055  1.9697\n",
       "-99100 165.85416 4.31957 3189.09305 165.87151 4.28865 3189.09058  1.9719\n",
       "-99200  165.8539 4.31961 3189.09308 165.87127 4.28866  3189.0906  1.9742\n",
       "-99300 165.85363 4.31965  3189.0931 165.87102 4.28866 3189.09062  1.9764\n",
       "-99400 165.85337 4.31969 3189.09313 165.87078 4.28867 3189.09064  1.9787\n",
       "-99500 165.85311 4.31974 3189.09315 165.87054 4.28868 3189.09066  1.9809\n",
       "-99600 165.85285 4.31978 3189.09318  165.8703 4.28869 3189.09068  1.9831\n",
       "-99700 165.85259 4.31982  3189.0932 165.87006 4.28869  3189.0907  1.9854\n",
       "-99800 165.85233 4.31986 3189.09323 165.86982  4.2887 3189.09072  1.9876\n",
       "-99900 165.85207 4.31991 3189.09326 165.86957 4.28871 3189.09074  1.9898"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Set the folder path\n",
    "traj_file = \"giessler_traceback/two_trace/traj/\"\n",
    "traj_file = get_last_created_file(traj_file)\n",
    "table = read_trajectory_out(traj_file)\n",
    "table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "from astropy.coordinates import Galactocentric\n",
    "table['SkyCoord1_galactic'] = SkyCoord(l=table['l_1'],\n",
    "                             b=table['b_1'],\n",
    "                             distance=table['dist_1'],\n",
    "                             frame='galactic'\n",
    "                             )\n",
    "table['SkyCoord2_galactic'] = SkyCoord(l=table['l_2'],\n",
    "                             b=table['b_2'],\n",
    "                             distance=table['dist_2'],\n",
    "                             frame='galactic'\n",
    "                             )\n",
    "table['SkyCoord1_galactocentric'] = table['SkyCoord1_galactic'].transform_to(Galactocentric)\n",
    "table['SkyCoord2_galactocentric'] = table['SkyCoord2_galactic'].transform_to(Galactocentric)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
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        "plotlyServerURL": "https://plot.ly"
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           ],
           "sequentialminus": [
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             0,
             "#0d0887"
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          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "3D Scatter Plot with Lines"
        }
       }
      }
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import plotly.graph_objects as go\n",
    "\n",
    "# Step 1: Create the scatter plot for the first line with both markers and lines\n",
    "trace1 = go.Scatter3d(\n",
    "    x=table['SkyCoord1_galactocentric'].x,  # x-axis (l_1)\n",
    "    y=table['SkyCoord1_galactocentric'].y,  # y-axis (b_1)\n",
    "    z=table['SkyCoord1_galactocentric'].z,  # z-axis (dist_1)\n",
    "    mode='lines+markers',  # Show both markers and lines\n",
    "    name='Star1',  # Legend name\n",
    "    marker=dict(size=1),  # Size of the scatter points\n",
    "    line=dict(width=1),  # Width of the line\n",
    "    hovertext=table['time'],\n",
    "    hoverinfo=\"text\"\n",
    ")\n",
    "\n",
    "# Step 2: Create the scatter plot for the second line with both markers and lines\n",
    "trace2 = go.Scatter3d(\n",
    "    x=table['SkyCoord2_galactocentric'].x,  # x-axis (l_2)\n",
    "    y=table['SkyCoord2_galactocentric'].y,  # y-axis (b_2)\n",
    "    z=table['SkyCoord2_galactocentric'].z,  # z-axis (dist_2)\n",
    "    mode='lines+markers',  # Show both markers and lines\n",
    "    name='Star2',  # Legend name\n",
    "    marker=dict(size=1),  # Size of the scatter points\n",
    "    line=dict(width=1),  # Width of the line\n",
    "    hovertext=table['time'],\n",
    "    hoverinfo=\"text\"\n",
    ")\n",
    "\n",
    "# Step 3: Combine the traces and create the layout\n",
    "data = [trace1, trace2]  # Combine both lines\n",
    "\n",
    "layout = go.Layout(\n",
    "    title='3D Scatter Plot with Lines',  # Title of the plot\n",
    "    scene=dict(\n",
    "        xaxis_title='X (pc)',\n",
    "        yaxis_title='Y (pc)',\n",
    "        zaxis_title='Z (pc)',\n",
    "    )\n",
    ")\n",
    "\n",
    "# Step 4: Create the figure and plot it\n",
    "fig = go.Figure(data=data, layout=layout)\n",
    "fig.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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