{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Simulate a cluster with ocelot"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> ⚠ This feature is currently only available for simulating clusters in Gaia DR3 with PARSEC isochrones. More data types will be added soon!"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Ocelot includes many utilities for simulating clusters. They are designed to be flexible and 'hackable' for any science case!\n",
    "\n",
    "Let's quickly demonstrate how it works."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Setup\n",
    "\n",
    "Firstly, we'll need to import the relevant parts of the library."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "from astropy.coordinates import SkyCoord\n",
    "from astropy import units as u\n",
    "from astroquery.gaia import Gaia\n",
    "from ocelot.simulate import (\n",
    "    SimulatedCluster,\n",
    "    SimulatedClusterParameters,\n",
    "    SimulatedClusterModels,\n",
    ")\n",
    "from ocelot.simulate.cluster import SimulatedClusterFeatures\n",
    "from ocelot.model.observation import (\n",
    "    GaiaDR3ObservationModel,\n",
    "    GenericSubsampleSelectionFunction,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We'll write a little function to plot our clusters:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def plot_on_axes(\n",
    "    ax, stars: pd.DataFrame, xlabel: str, ylabel: str, scatter_kwargs: dict\n",
    "):\n",
    "    ax.scatter(stars[xlabel], stars[ylabel], **scatter_kwargs)\n",
    "    ax.set(xlabel=xlabel, ylabel=ylabel)\n",
    "    ax.minorticks_on()\n",
    "\n",
    "\n",
    "def plot_simulated_cluster(\n",
    "    cluster: SimulatedCluster | pd.DataFrame, observation: str = None, **kwargs\n",
    "):\n",
    "    fig, ax = plt.subplots(ncols=2, nrows=2, figsize=(6, 6), dpi=150)\n",
    "    ax = ax.flatten()\n",
    "\n",
    "    if observation is None:\n",
    "        stars = cluster.cluster\n",
    "        x_cmd = \"temperature\"\n",
    "        y_cmd = \"luminosity\"\n",
    "        ax[3].invert_xaxis()\n",
    "        ax[3].set(xscale=\"log\", yscale=\"log\")\n",
    "    elif observation == \"real\":\n",
    "        stars = cluster\n",
    "        x_cmd = \"bp_rp\"\n",
    "        y_cmd = \"phot_g_mean_mag\"\n",
    "        ax[3].invert_yaxis()\n",
    "    else:\n",
    "        stars = cluster.observations[observation]\n",
    "        stars[\"bp_rp\"] = stars[\"gaia_dr3_bp\"] - stars[\"gaia_dr3_rp\"]\n",
    "        x_cmd = \"bp_rp\"\n",
    "        y_cmd = \"gaia_dr3_g\"\n",
    "        ax[3].invert_yaxis()\n",
    "\n",
    "    # stars[\"bp_rp\"] = (\n",
    "    #     stars[\"phot_bp_mean_mag\"] - stars[\"phot_rp_mean_mag\"]\n",
    "    # )\n",
    "    scatter_kwargs = dict(s=1, color=\"k\")\n",
    "    scatter_kwargs.update(kwargs)\n",
    "    plot_on_axes(ax[0], stars, \"l\", \"b\", scatter_kwargs)\n",
    "    plot_on_axes(ax[1], stars, \"pmra\", \"pmdec\", scatter_kwargs)\n",
    "    plot_on_axes(ax[2], stars, \"l\", \"parallax\", scatter_kwargs)\n",
    "    plot_on_axes(ax[3], stars, x_cmd, y_cmd, scatter_kwargs)\n",
    "    fig.tight_layout()\n",
    "    return fig, ax"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Specifying cluster parameters"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "ocelot stores parameters about a simulated cluster internally with a class called `SimulatedClusterParameters`. You don't have to, but you can specify a new `SimulatedCluster` with this parameter class.\n",
    "\n",
    "This has the added bonus that the parameters for your cluster are fully type hinted, and get checked when you make them.\n",
    "\n",
    "To start, your cluster will need a position **with full 3D position and velocity information,** specified as an astropy SkyCoord."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "position = SkyCoord(\n",
    "    ra=45 * u.deg,\n",
    "    dec=0 * u.deg,\n",
    "    distance=1000 * u.pc,\n",
    "    pm_ra_cosdec=10 * u.mas / u.yr,\n",
    "    pm_dec=0 * u.mas / u.yr,\n",
    "    radial_velocity=0 * u.km / u.s,\n",
    "    frame=\"icrs\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can then plug this position (and other parameters!) into the SimulatedClusterParameters class."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "parameters = SimulatedClusterParameters(\n",
    "    position=position,\n",
    "    mass=1000,\n",
    "    log_age=8.0,\n",
    "    metallicity=0.2,\n",
    "    extinction=1.0,\n",
    "    r_core=2,\n",
    "    r_tidal=10,\n",
    "    virial_ratio=0.5\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## A basic simulated cluster"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### The most basic possible"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "ocelot actually tries to simulate clusters to be quite realistic from the get-go. So that we can gradually introduce new functionality, we'll turn some off using a special usually-just-for-testing parameter:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "features = SimulatedClusterFeatures(\n",
    "    binary_stars=False,\n",
    "    astrometric_uncertainties=False,\n",
    "    photometric_uncertainties=False,\n",
    "    selection_effects=False\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "So! Let's simulate a basic cluster. We'll also set a `random_seed` for reproducibility."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 900x900 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "cluster = SimulatedCluster(random_seed=42, parameters=parameters, features=features)\n",
    "cluster.make()\n",
    "_ = plot_simulated_cluster(cluster)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This successfully simulates the _true_ positions, luminosities, and temperatures of stars in a simulated cluster that follows a King+62 profile. Great!\n",
    "\n",
    "The real challenge is to work out what their _observed_ properties would actually be. This requires two more features that are the real chunky parts of `ocelot.simulate`:\n",
    "\n",
    "1. Pairing stars into binaries\n",
    "2. Modelling differential extinction\n",
    "3. Simulating an astrometric & photometric observation."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Adding in binary stars"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now let's try adding in binary stars."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "features = SimulatedClusterFeatures(\n",
    "    astrometric_uncertainties=False,\n",
    "    photometric_uncertainties=False,\n",
    "    selection_effects=False\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x900 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "cluster = SimulatedCluster(random_seed=42, parameters=parameters, features=features)\n",
    "cluster.make()\n",
    "_ = plot_simulated_cluster(cluster)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Nothing has changed - but behind the scenes, ocelot paired stars in our cluster into binaries. (It takes a bit longer to run the first time, as the code uses `numba` to compile some parts of the binary star code.)\n",
    "\n",
    "Right now, we're still just viewing an ideal cluster (imagine our telescope has infinite resolving power) - so we don't see and changes in the luminosity-temperature plot on the right.\n",
    "\n",
    "Nevertheless, many of our stars are now paired into binaries:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>simulated_id</th>\n",
       "      <th>index_primary</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1241</th>\n",
       "      <td>1088</td>\n",
       "      <td>2456</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>203</th>\n",
       "      <td>209</td>\n",
       "      <td>2119</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1260</th>\n",
       "      <td>1839</td>\n",
       "      <td>2037</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1626</th>\n",
       "      <td>2076</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1578</th>\n",
       "      <td>1698</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>688</td>\n",
       "      <td>236</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2925</th>\n",
       "      <td>2982</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1582</th>\n",
       "      <td>857</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>485</th>\n",
       "      <td>691</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1437</th>\n",
       "      <td>1516</td>\n",
       "      <td>2657</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      simulated_id  index_primary\n",
       "1241          1088           2456\n",
       "203            209           2119\n",
       "1260          1839           2037\n",
       "1626          2076             -1\n",
       "1578          1698             -1\n",
       "102            688            236\n",
       "2925          2982             -1\n",
       "1582           857             -1\n",
       "485            691             -1\n",
       "1437          1516           2657"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cluster.cluster.sample(n=10, random_state=42)[['simulated_id', 'index_primary']]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "For now, just one binary star relation is implemented - the [Moe+17](https://ui.adsabs.harvard.edu/abs/2017ApJS..230...15M/abstract) relationships. ocelot does a lot of fancy stuff to do this - stars are paired together stochastically and placed on random orbits - meaning that binaries are also spatially positioned with their host stars!\n",
    "\n",
    "The next step is to simulate a real observation with a real telescope."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Simulating a basic Gaia observation\n",
    "\n",
    "### Making a cluster look like what a telescope sees\n",
    "\n",
    "The real power of ocelot comes from how we can simulate what a telescope would see if it looked at a cluster.\n",
    "\n",
    "Let's simulate a Gaia observation. Currently, we also need a bit of Gaia data to base error, selection etc. effects on around the cluster:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "Gaia.ROW_LIMIT = 100000\n",
    "query = Gaia.cone_search(parameters.position, radius=0.5 * u.deg)\n",
    "gaia_data = query.get_results().to_pandas().rename(columns={\"SOURCE_ID\": \"source_id\"})"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We then define a model for our observation and pass this data to `SimulatedCluster.make` - it will handle the rest:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x900 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "models = SimulatedClusterModels(\n",
    "    observations=[GaiaDR3ObservationModel(representative_stars=gaia_data)]\n",
    ")\n",
    "\n",
    "features = SimulatedClusterFeatures(\n",
    "    astrometric_uncertainties=False,\n",
    "    photometric_uncertainties=False,\n",
    "    selection_effects=False\n",
    ")\n",
    "\n",
    "cluster = SimulatedCluster(\n",
    "    random_seed=42, parameters=parameters, models=models, features=features\n",
    ")\n",
    "cluster.make()\n",
    "_ = plot_simulated_cluster(cluster, observation=\"gaia_dr3\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Our cluster now has unresolved binary stars and photometry! \n",
    "\n",
    "For unresolved binaries - look at the sequence on the right-hand side. This worked by using a (currently somewhat crude) estimate of Gaia's resolving power, and estimating which stars would or wouldn't become binaries."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Adding uncertainties\n",
    "\n",
    "Real Gaia data has errors! So we should add uncertainties, too.\n",
    "\n",
    "Here's what that looks like with errors switched on..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x900 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "models = SimulatedClusterModels(\n",
    "    observations=[GaiaDR3ObservationModel(representative_stars=gaia_data)]\n",
    ")\n",
    "\n",
    "features = SimulatedClusterFeatures(selection_effects=False)\n",
    "\n",
    "cluster = SimulatedCluster(\n",
    "    random_seed=42, parameters=parameters, models=models, features=features\n",
    ")\n",
    "cluster.make()\n",
    "_ = plot_simulated_cluster(cluster, observation=\"gaia_dr3\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "ocelot just used our sample of Gaia data to apply uncertainties to the stars in the cluster. Notice how the cluster now looks _much_ larger in parallaxes and proper motions!\n",
    "\n",
    "Keen-eyed Gaia users will notice that our cluster continues down to magnitude 25 - far fainter than the Gaia magnitude limit of ~20.7. We should fix that!"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Accounting for selection effects"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The final thing to make our cluster a bit more realistic is to apply selection effects.\n",
    "\n",
    "The Gaia selection function (i.e. a probabilistic magnitude limit) can be applied to our clusters, using the GaiaUnlimited selection function from [Cantat-Gaudin+23](https://ui.adsabs.harvard.edu/abs/2023A%26A...669A..55C/abstract)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x900 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "models = SimulatedClusterModels(\n",
    "    observations=[GaiaDR3ObservationModel(representative_stars=gaia_data)]\n",
    ")\n",
    "cluster = SimulatedCluster(random_seed=42, parameters=parameters, models=models)\n",
    "cluster.make()\n",
    "_ = plot_simulated_cluster(cluster, observation=\"gaia_dr3\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Our cluster is now _much_ less populous! There are lots of stars that Gaia can't see.\n",
    "\n",
    "This is a good place to stop if you're just looking for something really basic! However, ocelot is also able to add on a lot more additional functionality that we'll explore in the rest of this notebook."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Advanced cluster simulation"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Accounting for subsample selection effects"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "When working with Gaia data, it's common to do things like cut at a certain magnitude. In addition, many Gaia stars actually don't have proper motions and parallaxes, or have missing photometry in one or more bands. \n",
    "\n",
    "It's very common to cut Gaia data to only good samples of stars. ocelot can simulate what a cluster will look like after certain cuts!\n",
    "\n",
    "Internally, ocelot uses the method from [Rix+21](https://ui.adsabs.harvard.edu/abs/2021AJ....162..142R/abstract) & [Castro-Ginard+23](https://ui.adsabs.harvard.edu/abs/2023A%26A...677A..37C/abstract) to model the probability that a given star would (or would not) be resolved in a subsample of a dataset.\n",
    "\n",
    "As a simple example, let's define a subset of our Gaia data that contains:\n",
    "\n",
    "1. Proper motions and parallaxes\n",
    "2. G, BP, and RP photometry\n",
    "3. A RUWE (renormalised weight error) greater than 1.4.\n",
    "4. Only stars greater than magnitude 19.\n",
    "\n",
    "So that ocelot can simulate this, we need to give it an example subsample of Gaia data. Let's use our region of real data around this cluster from before:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Fraction of stars in subsample: 0.40\n"
     ]
    }
   ],
   "source": [
    "gaia_data_subsample = gaia_data.loc[\n",
    "    np.logical_and.reduce(\n",
    "        (\n",
    "            gaia_data[\"astrometric_params_solved\"] >= 31,\n",
    "            gaia_data[\"phot_g_mean_mag\"].notna(),\n",
    "            gaia_data[\"phot_bp_mean_mag\"].notna(),\n",
    "            gaia_data[\"phot_rp_mean_mag\"].notna(),\n",
    "            gaia_data[\"ruwe\"] < 1.4,\n",
    "            gaia_data[\"phot_g_mean_mag\"] < 19,\n",
    "        )\n",
    "    )\n",
    "]\n",
    "print(\n",
    "    f\"Fraction of stars in subsample: {len(gaia_data_subsample) / len(gaia_data):.2f}\"\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Naively, our observed cluster should contain just 40% as many stars - most of which will be at the faint end.\n",
    "\n",
    "We can make a subsample quite easily, and ocelot has a class for that. We just need to pass it these two dataframes and the key we want to use (in this case, \"phot_g_mean_mag\" for the data, and \"gaia_dr3_g\" for the cluster.)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "subsample_sf = GenericSubsampleSelectionFunction(\n",
    "    gaia_data, gaia_data_subsample, \"gaia_dr3_g\", column_in_data=\"phot_g_mean_mag\"\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can even take a quick look at what this selection function looks like."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Todo make plot"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "And now, finally, here is our realistic final cluster:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x900 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "models = SimulatedClusterModels(\n",
    "    observations=[\n",
    "        GaiaDR3ObservationModel(\n",
    "            representative_stars=gaia_data, subsample_selection_functions=[subsample_sf]\n",
    "        )\n",
    "    ]\n",
    ")\n",
    "\n",
    "cluster = SimulatedCluster(random_seed=42, parameters=parameters, models=models)\n",
    "cluster.make()\n",
    "_ = plot_simulated_cluster(cluster, observation=\"gaia_dr3\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Notice how there are **far fewer stars** than before applying these additional selection effects. In addition, the scatter in proper motion and parallax is a lot lower, as we've removed a lot of faint sources that (if Gaia even could measure their proper motion and parallax) would have very high uncertainty.\n",
    "\n",
    "Compare it to the full cluster membership list:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x900 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "_ = plot_simulated_cluster(cluster)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Unsurprisingly, many stars are missing from Gaia for a cluster that's 1000 parsecs away."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Differential reddening"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Dust in the Milky Way [does not have a simple structure](https://ui.adsabs.harvard.edu/abs/2024A%26A...685A..82E/graphics), and it's rare for a cluster that has extinction to not be _differentially reddened_ to some extent - meaning that some stars have more extinction/reddening than others.\n",
    "\n",
    "Except for clusters extremely close to the Sun, dust maps are not really precise enough yet to be able to simulate the _exact_ differential reddening across a given cluster. Instead, ocelot provides a way to approximate it with [fractal (pink) noise](https://en.wikipedia.org/wiki/Pink_noise).\n",
    "\n",
    "This is a feature that has been in our cluster all along - we just need to simulate a cluster with differential reddening enabled!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "parameters.differential_extinction = 0.5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x900 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "models = SimulatedClusterModels(\n",
    "    observations=[\n",
    "        GaiaDR3ObservationModel(\n",
    "            representative_stars=gaia_data, subsample_selection_functions=[subsample_sf]\n",
    "        )\n",
    "    ]\n",
    ")\n",
    "\n",
    "cluster = SimulatedCluster(random_seed=42, parameters=parameters, models=models)\n",
    "cluster.make()\n",
    "_ = plot_simulated_cluster(cluster, observation=\"gaia_dr3\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note how the colour-magnitude diagram of our cluster is now much broader!\n",
    "\n",
    "It's quite cool to look at what has happened here behind the scenes. Let's plot extinction across the cluster:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[Text(0.5, 0, 'l'), Text(0, 0.5, 'b')]"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 300x300 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(3., 3.))\n",
    "observation = cluster.observations['gaia_dr3']\n",
    "points = ax.scatter(observation['l'], observation['b'], c=observation['extinction'])\n",
    "fig.colorbar(points, label=\"extinction\")\n",
    "ax.set(xlabel=\"l\", ylabel=\"b\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We set the differential extinction quite high here for demonstration purposes - but nevertheless, it has clearly added some quite different extinction across the cluster.\n",
    "\n",
    "Internally, ocelot actually generates a bespoke random fractal noise map depending on the seed we set for the cluster generation:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7b5ff8d7bb00>"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 400x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(4, 4))\n",
    "\n",
    "ax.imshow(cluster.models.differential_reddening._differential_extinction_map, origin=\"lower\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This noise map ensures that differential reddening across a cluster is **correlated** - meaning one side of the cluster may be more reddened than the other, and we don't just add differential reddening randomly. This can have quite a bit of impact on how well you may see a certain part of a cluster - especially at high differential reddening."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Simulation pre-pruning\n",
    "\n",
    "Finally, one thing you can do with ocelot is to 'prune' your simulation of stars.\n",
    "\n",
    "By default, ocelot simulates all stars in a cluster, and _then_ applies selection effects with your observation. However, if you know you don't care about a certain number of stars that will be invisible anyway (such as very faint ones), then you can 'pre-prune' your cluster and see a noticeable speedup. Here's an example:"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Without pruning:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "638 ms ± 20.9 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n"
     ]
    }
   ],
   "source": [
    "%%timeit\n",
    "models = SimulatedClusterModels(\n",
    "    observations=[\n",
    "        GaiaDR3ObservationModel(\n",
    "            representative_stars=gaia_data, subsample_selection_functions=[subsample_sf]\n",
    "        )\n",
    "    ]\n",
    ")\n",
    "\n",
    "cluster = SimulatedCluster(random_seed=42, parameters=parameters, models=models)\n",
    "cluster.make()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "With pruning:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "289 ms ± 11.8 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n"
     ]
    }
   ],
   "source": [
    "%%timeit\n",
    "models = SimulatedClusterModels(\n",
    "    observations=[\n",
    "        GaiaDR3ObservationModel(\n",
    "            representative_stars=gaia_data, subsample_selection_functions=[subsample_sf]\n",
    "        )\n",
    "    ]\n",
    ")\n",
    "\n",
    "cluster = SimulatedCluster(\n",
    "    random_seed=42,\n",
    "    parameters=parameters,\n",
    "    models=models,\n",
    "    prune_simulated_cluster=\"gaia_dr3_g_true < 21\",\n",
    ")\n",
    "cluster.make()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This can have a **big** impact on more distant clusters, where almost no stars are seen in Gaia."
   ]
  }
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