{ "cells": [ { "cell_type": "markdown", "id": "f4273c8e", "metadata": { "papermill": { "duration": 0.003689, "end_time": "2023-12-28T10:56:56.409463", "exception": false, "start_time": "2023-12-28T10:56:56.405774", "status": "completed" }, "tags": [] }, "source": [ "# Accessing evolutionary Coeval data" ] }, { "cell_type": "markdown", "id": "37cece10", "metadata": { "papermill": { "duration": 0.003545, "end_time": "2023-12-28T10:56:56.416646", "exception": false, "start_time": "2023-12-28T10:56:56.413101", "status": "completed" }, "tags": [] }, "source": [ "When you run `run_coeval` with non-saturated spin temperature fluctuations (or various other options, such as inhomogeneous recombinations), *or* you run `run_lightcone`, many coeval simulation cubes at higher redshifts are computed, to generate the evolution up to the redshift you requested (or in the case of lightcones, to be interpolated over). By default, with `write=True`, all these boxes are saved to the cache (or a folder of your choice). What is the best way to access that data?\n", "\n", "Looking at the output datafiles themselves (a bunch of `.h5` files) is fairly confusing -- the files are saved with names based on inscrutable hashes. You could just run `run_coeval` at the redshift you care about, with the same input parameters -- this will just return the cached object. But this is a bit clunky, and requires you to know the redshifts that were calculated during the evolution.\n", "\n", "Never fear though -- in v4 we provide a `RunCache` object that assists with understanding what's in your cache." ] }, { "cell_type": "code", "execution_count": 1, "id": "d5560e99", "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:11.054977Z", "start_time": "2020-02-29T22:10:10.248058Z" }, "execution": { "iopub.execute_input": "2026-09-18T12:53:45.919737Z", "iopub.status.busy": "2026-09-18T12:53:45.919625Z", "iopub.status.idle": "2026-09-18T12:53:47.473104Z", "shell.execute_reply": "2026-09-18T12:53:47.472697Z" }, "papermill": { "duration": 1.043591, "end_time": "2023-12-28T10:56:57.463259", "exception": false, "start_time": "2023-12-28T10:56:56.419668", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "\n", "import py21cmfast as p21c\n", "from tempfile import mkdtemp\n", "import numpy as np\n", "\n", "# For plotting the cubes, we use the plotting submodule:\n", "# For interacting with the cache\n", "from py21cmfast import plotting" ] }, { "cell_type": "markdown", "id": "835b8eb1", "metadata": { "papermill": { "duration": 0.005969, "end_time": "2023-12-28T10:56:57.522457", "exception": false, "start_time": "2023-12-28T10:56:57.516488", "status": "completed" }, "tags": [] }, "source": [ "We're going to make a temporary cache, so that this notebook produces the same output every time. \n", "\n", "If you want to hold on to each computed OutputStruct, you can specify your own folder in `OutputCache` and read/copy/write/delete the files as needed:" ] }, { "cell_type": "code", "execution_count": 2, "id": "48d2c6d9", "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:11.367976Z", "start_time": "2020-02-29T22:10:11.062517Z" }, "execution": { "iopub.execute_input": "2026-09-18T12:53:47.474674Z", "iopub.status.busy": "2026-09-18T12:53:47.474414Z", "iopub.status.idle": "2026-09-18T12:53:47.476432Z", "shell.execute_reply": "2026-09-18T12:53:47.476135Z" }, "papermill": { "duration": 0.235508, "end_time": "2023-12-28T10:56:57.764316", "exception": false, "start_time": "2023-12-28T10:56:57.528808", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "cache = p21c.OutputCache(mkdtemp())" ] }, { "cell_type": "markdown", "id": "dca25bfe", "metadata": {}, "source": [ "To control which outputs are cached, one can pass a `CacheConfig` object to the `write` arguments of the lightcone and coeval functions." ] }, { "cell_type": "code", "execution_count": 3, "id": "895d5d58", "metadata": { "execution": { "iopub.execute_input": "2026-09-18T12:53:47.477378Z", "iopub.status.busy": "2026-09-18T12:53:47.477283Z", "iopub.status.idle": "2026-09-18T12:53:47.504092Z", "shell.execute_reply": "2026-09-18T12:53:47.503598Z" } }, "outputs": [ { "data": { "text/plain": [ "CacheConfig(initial_conditions=True, perturbed_field=True, spin_temp=True, ionized_box=True, brightness_temp=True, halobox=True, halo_catalog=True, xray_source_box=True)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cacheconfig = p21c.CacheConfig.on()\n", "cacheconfig" ] }, { "cell_type": "markdown", "id": "f8fa627b", "metadata": {}, "source": [ "### Note on cached cosmology tables\n", "\n", "`InputParameters` may contain derived `cosmo_tables` (transfer functions and normalization metadata).\n", "\n", "For cache-file writes, these tables are only saved **if they were already computed** in memory before serialization. This keeps files compact and avoids triggering expensive CLASS work while writing. If they were not already computed, they are omitted from the file and will be lazily recomputed when first needed after loading.\n", "\n", "In normal workflows, you do not need to manage this manually: the cache layer handles it automatically." ] }, { "cell_type": "markdown", "id": "857387c9", "metadata": {}, "source": [ "Passing `True` or `False` to the `write` argument turns caching for all objects on and off respectively" ] }, { "cell_type": "markdown", "id": "eb99ec62", "metadata": { "papermill": { "duration": 0.003407, "end_time": "2023-12-28T10:56:57.771250", "exception": false, "start_time": "2023-12-28T10:56:57.767843", "status": "completed" }, "tags": [] }, "source": [ "## Create an example box" ] }, { "cell_type": "markdown", "id": "a7e79a05", "metadata": { "papermill": { "duration": 0.07619, "end_time": "2023-12-28T10:56:57.850581", "exception": false, "start_time": "2023-12-28T10:56:57.774391", "status": "completed" }, "tags": [] }, "source": [ "We first run a coeval box to have something to read later:" ] }, { "cell_type": "code", "execution_count": 4, "id": "6f3fe3ce", "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:27.413255Z", "start_time": "2020-02-29T22:10:11.369635Z" }, "execution": { "iopub.execute_input": "2026-09-18T12:53:47.505210Z", "iopub.status.busy": "2026-09-18T12:53:47.505100Z", "iopub.status.idle": "2026-09-18T12:54:04.507643Z", "shell.execute_reply": "2026-09-18T12:54:04.507090Z" }, "papermill": { "duration": 44.741332, "end_time": "2023-12-28T10:57:42.595499", "exception": false, "start_time": "2023-12-28T10:56:57.854167", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
/home/steven/Documents/work/21cmfast/21cmfast/.claude/worktrees/issue-565-discussion-46670d/.venv/lib/python3.13/si\n",
       "te-packages/rich/live.py:260: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
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   ],
   "source": [
    "inputs = p21c.InputParameters.from_template(\n",
    "    ['simple', 'small'],\n",
    "    random_seed=1234,\n",
    "    node_redshifts=np.arange(6, 21),\n",
    ")\n",
    "\n",
    "coevals = p21c.run_coeval(\n",
    "    out_redshifts=(6,16),\n",
    "    inputs=inputs,\n",
    "    write=cacheconfig,\n",
    "    cache=cache,\n",
    "    progressbar=True\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "398ecd06",
   "metadata": {
    "papermill": {
     "duration": 0.010434,
     "end_time": "2023-12-28T10:57:42.609764",
     "exception": false,
     "start_time": "2023-12-28T10:57:42.599330",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "## Accessing cached data from `Coeval`"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ccd6621d",
   "metadata": {
    "papermill": {
     "duration": 0.003737,
     "end_time": "2023-12-28T10:57:42.617347",
     "exception": false,
     "start_time": "2023-12-28T10:57:42.613610",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "If you have the exact object you want to load, you can simply pass it in to the `find_existing` method of the OutputCache to get the path, then read it using our hdf5 submodule"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "d5075357",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-09-18T12:54:04.508979Z",
     "iopub.status.busy": "2026-09-18T12:54:04.508851Z",
     "iopub.status.idle": "2026-09-18T12:54:04.517863Z",
     "shell.execute_reply": "2026-09-18T12:54:04.517494Z"
    },
    "papermill": {
     "duration": 0.01601,
     "end_time": "2023-12-28T10:57:42.636988",
     "exception": false,
     "start_time": "2023-12-28T10:57:42.620978",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Create an *empty* brightness temperature object\n",
    "brightness_temp_z16 = p21c.BrightnessTemp.new(redshift=inputs.node_redshifts[10],inputs=inputs)\n",
    "\n",
    "# Get the path to such an object within the cache.\n",
    "path = cache.find_existing(brightness_temp_z16)\n",
    "\n",
    "# Read the output struct (this is lazy -- it doesn't actually read any simulation data until you ask for it)\n",
    "brightness_temp_z16 = p21c.read_output_struct(path)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c0df9439",
   "metadata": {
    "papermill": {
     "duration": 0.004361,
     "end_time": "2023-12-28T10:57:42.645325",
     "exception": false,
     "start_time": "2023-12-28T10:57:42.640964",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "The output is an `OutputStruct` of whatever kind you requested:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "e82193c9",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-09-18T12:54:04.518971Z",
     "iopub.status.busy": "2026-09-18T12:54:04.518850Z",
     "iopub.status.idle": "2026-09-18T12:54:04.547648Z",
     "shell.execute_reply": "2026-09-18T12:54:04.547263Z"
    },
    "papermill": {
     "duration": 0.010339,
     "end_time": "2023-12-28T10:57:42.659631",
     "exception": false,
     "start_time": "2023-12-28T10:57:42.649292",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "py21cmfast.wrapper.outputs.BrightnessTemp"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(brightness_temp_z16)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a62fedea",
   "metadata": {},
   "source": [
    "You can also Construct a `RunCache` instance, which contains the filenames of every box needed for the run, and find it there"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "5e1ef257",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-09-18T12:54:04.549053Z",
     "iopub.status.busy": "2026-09-18T12:54:04.548932Z",
     "iopub.status.idle": "2026-09-18T12:54:04.580800Z",
     "shell.execute_reply": "2026-09-18T12:54:04.580400Z"
    }
   },
   "outputs": [],
   "source": [
    "runcache = p21c.RunCache.from_inputs(cache=cache, inputs=inputs)\n",
    "brightness_temp_z16 = runcache.get_output_struct_at_z(\n",
    "        kind=\"BrightnessTemp\",\n",
    "        z=16.0,\n",
    "        match_z_within=0.01,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ba08d4f4",
   "metadata": {},
   "source": [
    "To list all objects currently stored in your cache, use `list_datasets()` with filters for output type, input parameters, redshift and seed. Pass None for each filter to output everything"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "21a1c683",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-09-18T12:54:04.582046Z",
     "iopub.status.busy": "2026-09-18T12:54:04.581937Z",
     "iopub.status.idle": "2026-09-18T12:54:04.608998Z",
     "shell.execute_reply": "2026-09-18T12:54:04.608686Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[PosixPath('/tmp/tmppywonmv1/88f2ee9c0ff5b47851dfe9555afa682e/1234/01a01b1fe697e22e1682177d07c45412/6.0000/PerturbedField.h5'),\n",
       " PosixPath('/tmp/tmppywonmv1/88f2ee9c0ff5b47851dfe9555afa682e/1234/01a01b1fe697e22e1682177d07c45412/7.0000/PerturbedField.h5'),\n",
       " PosixPath('/tmp/tmppywonmv1/88f2ee9c0ff5b47851dfe9555afa682e/1234/01a01b1fe697e22e1682177d07c45412/8.0000/PerturbedField.h5'),\n",
       " PosixPath('/tmp/tmppywonmv1/88f2ee9c0ff5b47851dfe9555afa682e/1234/01a01b1fe697e22e1682177d07c45412/9.0000/PerturbedField.h5'),\n",
       " PosixPath('/tmp/tmppywonmv1/88f2ee9c0ff5b47851dfe9555afa682e/1234/01a01b1fe697e22e1682177d07c45412/10.0000/PerturbedField.h5'),\n",
       " PosixPath('/tmp/tmppywonmv1/88f2ee9c0ff5b47851dfe9555afa682e/1234/01a01b1fe697e22e1682177d07c45412/11.0000/PerturbedField.h5'),\n",
       " PosixPath('/tmp/tmppywonmv1/88f2ee9c0ff5b47851dfe9555afa682e/1234/01a01b1fe697e22e1682177d07c45412/12.0000/PerturbedField.h5'),\n",
       " PosixPath('/tmp/tmppywonmv1/88f2ee9c0ff5b47851dfe9555afa682e/1234/01a01b1fe697e22e1682177d07c45412/13.0000/PerturbedField.h5'),\n",
       " PosixPath('/tmp/tmppywonmv1/88f2ee9c0ff5b47851dfe9555afa682e/1234/01a01b1fe697e22e1682177d07c45412/14.0000/PerturbedField.h5'),\n",
       " PosixPath('/tmp/tmppywonmv1/88f2ee9c0ff5b47851dfe9555afa682e/1234/01a01b1fe697e22e1682177d07c45412/15.0000/PerturbedField.h5'),\n",
       " PosixPath('/tmp/tmppywonmv1/88f2ee9c0ff5b47851dfe9555afa682e/1234/01a01b1fe697e22e1682177d07c45412/16.0000/PerturbedField.h5'),\n",
       " PosixPath('/tmp/tmppywonmv1/88f2ee9c0ff5b47851dfe9555afa682e/1234/01a01b1fe697e22e1682177d07c45412/17.0000/PerturbedField.h5'),\n",
       " PosixPath('/tmp/tmppywonmv1/88f2ee9c0ff5b47851dfe9555afa682e/1234/01a01b1fe697e22e1682177d07c45412/18.0000/PerturbedField.h5'),\n",
       " PosixPath('/tmp/tmppywonmv1/88f2ee9c0ff5b47851dfe9555afa682e/1234/01a01b1fe697e22e1682177d07c45412/19.0000/PerturbedField.h5'),\n",
       " PosixPath('/tmp/tmppywonmv1/88f2ee9c0ff5b47851dfe9555afa682e/1234/01a01b1fe697e22e1682177d07c45412/20.0000/PerturbedField.h5')]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cache.list_datasets(\n",
    "    kind=\"PerturbedField\",\n",
    "    inputs=None,\n",
    "    redshift=None,\n",
    "    all_seeds=True,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f76d815c",
   "metadata": {},
   "source": [
    "Note that the directory structure in the cache is split up into several hashes which represent various parts of the input structure and redshift. This ensures we don't re-calculate the same boxes twice unless we explicitly pass `regenerate=True` to our functions"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c790bcda",
   "metadata": {
    "papermill": {
     "duration": 0.003781,
     "end_time": "2023-12-28T10:57:42.667178",
     "exception": false,
     "start_time": "2023-12-28T10:57:42.663397",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "We can proceed to plot the brightness temperature that we read from cache"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "ff032bb6",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-09-18T12:54:04.610096Z",
     "iopub.status.busy": "2026-09-18T12:54:04.609980Z",
     "iopub.status.idle": "2026-09-18T12:54:05.418102Z",
     "shell.execute_reply": "2026-09-18T12:54:05.417693Z"
    },
    "papermill": {
     "duration": 0.302138,
     "end_time": "2023-12-28T10:57:42.972966",
     "exception": false,
     "start_time": "2023-12-28T10:57:42.670828",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(10, 4))\n", "plotting.coeval_sliceplot(coevals[0], ax=ax[0], fig=fig)\n", "plotting.coeval_sliceplot(brightness_temp_z16, ax=ax[1], fig=fig)\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "a49b8a86", "metadata": { "papermill": { "duration": 0.010997, "end_time": "2023-12-28T10:57:42.988226", "exception": false, "start_time": "2023-12-28T10:57:42.977229", "status": "completed" }, "tags": [] }, "source": [ "Of course, we could have pulled the cached data from a different redshift:" ] }, { "cell_type": "code", "execution_count": 10, "id": "b56e16ac", "metadata": { "execution": { "iopub.execute_input": "2026-09-18T12:54:05.419095Z", "iopub.status.busy": "2026-09-18T12:54:05.418988Z", "iopub.status.idle": "2026-09-18T12:54:05.659755Z", "shell.execute_reply": "2026-09-18T12:54:05.659369Z" }, "papermill": { "duration": 0.223154, "end_time": "2023-12-28T10:57:43.215606", "exception": false, "start_time": "2023-12-28T10:57:42.992452", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xH_z10 = runcache.get_output_struct_at_z(z=10., kind=\"IonizedBox\")\n", "xH_z6 = runcache.get_output_struct_at_z(z=7., kind=\"IonizedBox\")\n", "\n", "fig, ax = plt.subplots(1, 2, figsize=(10, 4))\n", "plotting.coeval_sliceplot(xH_z10, ax=ax[0], kind=\"neutral_fraction\")\n", "ax[0].set_title(\"z=10\")\n", "plotting.coeval_sliceplot(xH_z6, ax=ax[1], kind=\"neutral_fraction\")\n", "ax[1].set_title(\"z=6\")\n", "plt.tight_layout();" ] }, { "cell_type": "markdown", "id": "61510904", "metadata": { "papermill": { "duration": 0.004557, "end_time": "2023-12-28T10:57:43.509349", "exception": false, "start_time": "2023-12-28T10:57:43.504792", "status": "completed" }, "tags": [] }, "source": [ "In fact, we could go further than this, and plot all the evaluated brightness temperatures. We can get the list of redshifts evaluated from the inputs directly as `node_redshifts`:" ] }, { "cell_type": "code", "execution_count": 11, "id": "172e3939", "metadata": { "execution": { "iopub.execute_input": "2026-09-18T12:54:05.661174Z", "iopub.status.busy": "2026-09-18T12:54:05.661065Z", "iopub.status.idle": "2026-09-18T12:54:07.494534Z", "shell.execute_reply": "2026-09-18T12:54:07.494054Z" }, "papermill": { "duration": 1.889543, "end_time": "2023-12-28T10:57:45.403370", "exception": false, "start_time": "2023-12-28T10:57:43.513827", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(\n", " len(inputs.node_redshifts) // 3,\n", " 3,\n", " figsize=(14, 4 * len(inputs.node_redshifts) // 3),\n", ")\n", "\n", "for i, z in enumerate(inputs.node_redshifts):\n", " Tbz = runcache.get_output_struct_at_z(z=z, kind=\"BrightnessTemp\")\n", " plotting.coeval_sliceplot(Tbz, ax=ax.flatten()[i])\n", " ax.flatten()[i].set_title(f\"z={z:.2f}\")\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "33a59512", "metadata": { "papermill": { "duration": 0.010887, "end_time": "2023-12-28T10:57:45.419828", "exception": false, "start_time": "2023-12-28T10:57:45.408941", "status": "completed" }, "tags": [] }, "source": [ "We can also directly construct Coeval objects using the cache:" ] }, { "cell_type": "code", "execution_count": 12, "id": "8ec609df", "metadata": { "execution": { "iopub.execute_input": "2026-09-18T12:54:07.496303Z", "iopub.status.busy": "2026-09-18T12:54:07.496200Z", "iopub.status.idle": "2026-09-18T12:54:07.825028Z", "shell.execute_reply": "2026-09-18T12:54:07.824675Z" }, "papermill": { "duration": 0.468217, "end_time": "2023-12-28T10:57:45.894099", "exception": false, "start_time": "2023-12-28T10:57:45.425882", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "coeval_z16 = runcache.get_coeval_at_z(\n", " z=8.,\n", ")\n", "\n", "fig, ax = plt.subplots(1, 2, figsize=(10, 4))\n", "plotting.coeval_sliceplot(coeval_z16, ax=ax[0],kind='brightness_temp')\n", "plotting.coeval_sliceplot(coeval_z16, ax=ax[1],kind='neutral_fraction')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "50d37523", "metadata": {}, "source": [ "Coevals read in this way do not necessarily have to be in the `out_redshifts` of the coeval run, they can also be in the `node_redshifts`, or even computed in some other run with the same inputs and random seed." ] } ], "metadata": { "kernelspec": { "display_name": "21cmFAST", "language": "python", "name": "21cmfast" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.11" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autoclose": true, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": true } }, "nbformat": 4, "nbformat_minor": 5 }