simulation_runner.ipynb

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  {
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   "metadata": {},
   "source": [
    "# Simulation runner\n",
    "\n",
    "Run a simulation using a config file."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from typing import List\n",
    "\n",
    "from pyplume.constants import CONFIGS_DIR\n",
    "from pyplume.config_parser import load_config, prep_sims_from_cfg, process_results\n",
    "from pyplume.plotting_parcels import plotparticles\n",
    "from pyplume.simulation import ParcelsSimulation"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## configuration\n",
    "\n",
    "change the contents of `configs` for the simulation configuration you want"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "configs = [\n",
    "    # \"huntington_all.yaml\",\n",
    "    # \"ny_hurrhenri.yaml\",\n",
    "    # \"tijuana_hurrkay.yaml\",\n",
    "    # \"palau-sarop-2023-03.yaml\",\n",
    "    # \"tijuana_example.yaml\",\n",
    "    # \"codar_sim_test.yaml\",\n",
    "    \"vehicle_missing.yaml\"\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "loaded_configs = [load_config(CONFIGS_DIR / path) for path in configs]\n",
    "sims: List[ParcelsSimulation] = []\n",
    "configs_copied = []\n",
    "for cfg in loaded_configs:\n",
    "    prepped = prep_sims_from_cfg(cfg)\n",
    "    sims.extend(prepped)\n",
    "    configs_copied.extend([cfg for _ in range(len(prepped))])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "for sim in sims:\n",
    "    plotparticles(sim.pset, field=\"vector\")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Particle simulation and visualization"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### simulation execution"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "for sim in sims:\n",
    "    sim.execute()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### plot and gif generation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": true,
    "tags": []
   },
   "outputs": [],
   "source": [
    "for cfg, sim in zip(configs_copied, sims):\n",
    "    process_results(sim, cfg)"
   ]
  }
 ],
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