{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Running and Plotting Coeval Cubes" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The aim of this tutorial is to introduce you to how `21cmFAST` does the most basic operations: producing single coeval cubes, and visually verifying them. It is a great place to get started with `21cmFAST`." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:11.054977Z", "start_time": "2020-02-29T22:10:10.248058Z" }, "execution": { "iopub.execute_input": "2026-09-22T20:29:32.804459Z", "iopub.status.busy": "2026-09-22T20:29:32.804343Z", "iopub.status.idle": "2026-09-22T20:29:36.103458Z", "shell.execute_reply": "2026-09-22T20:29:36.102394Z" } }, "outputs": [], "source": [ "# We change the default level of the logger so that\n", "# we can see what's happening with caching.\n", "import logging\n", "\n", "import matplotlib.pyplot as plt\n", "\n", "logger = logging.getLogger(\"py21cmfast\")\n", "logger.setLevel(logging.INFO)\n", "\n", "from tempfile import mkdtemp\n", "\n", "import py21cmfast as p21c\n", "\n", "# For plotting the cubes, we use the plotting submodule:\n", "from py21cmfast import plotting" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:11.059890Z", "start_time": "2020-02-29T22:10:11.056796Z" }, "execution": { "iopub.execute_input": "2026-09-22T20:29:36.107174Z", "iopub.status.busy": "2026-09-22T20:29:36.106305Z", "iopub.status.idle": "2026-09-22T20:29:36.111681Z", "shell.execute_reply": "2026-09-22T20:29:36.110876Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " Using 21cmFAST version 4.3.dev77+g0d19d34ee\n" ] } ], "source": [ "print(f' Using 21cmFAST version {p21c.__version__}')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Run a simulation using `run_coeval` and `generate_coeval`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Specifying input parameters is a topic covered in a [different tutorial](defining_input_params.html).\n", "Here, we want something small and fast:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2026-09-22T20:29:36.152115Z", "iopub.status.busy": "2026-09-22T20:29:36.151909Z", "iopub.status.idle": "2026-09-22T20:29:36.168224Z", "shell.execute_reply": "2026-09-22T20:29:36.167693Z" } }, "outputs": [], "source": [ "inputs = p21c.InputParameters.from_template(\n", " [\"simple\", 'small'], random_seed=1234\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The simplest (and typically most efficient) way to produce a coeval cube is simply to \n", "use the `run_coeval` method. This consistently performs all steps of the calculation, \n", "re-using any data that it can without re-computation or increased memory overhead." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First we make a temporary cache to store our fields, in larger runs 21cmFAST can store its outputs in an `OutputCache` to avoid unnecessary regeneration" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2026-09-22T20:29:36.171509Z", "iopub.status.busy": "2026-09-22T20:29:36.171300Z", "iopub.status.idle": "2026-09-22T20:29:36.189479Z", "shell.execute_reply": "2026-09-22T20:29:36.188595Z" } }, "outputs": [], "source": [ "cache = p21c.OutputCache(mkdtemp())" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2026-09-22T20:29:36.192432Z", "iopub.status.busy": "2026-09-22T20:29:36.192092Z", "iopub.status.idle": "2026-09-22T20:29:43.608062Z", "shell.execute_reply": "2026-09-22T20:29:43.607592Z" } }, "outputs": [ { "data": { "text/html": [ "
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       "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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      "text/plain": []
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     "metadata": {},
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   ],
   "source": [
    "coevals = p21c.run_coeval(\n",
    "    inputs=inputs,\n",
    "    out_redshifts=[8, 9, 10],\n",
    "    cache=cache,\n",
    "    progressbar=True\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The `generate_coeval` method is a generator, which can be called as follows:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-09-22T20:29:43.609453Z",
     "iopub.status.busy": "2026-09-22T20:29:43.609332Z",
     "iopub.status.idle": "2026-09-22T20:29:43.744700Z",
     "shell.execute_reply": "2026-09-22T20:29:43.744053Z"
    }
   },
   "outputs": [],
   "source": [
    "coevals = []\n",
    "for coeval,in_outputs in p21c.generate_coeval(\n",
    "    inputs=inputs,\n",
    "    out_redshifts=[8, 9, 10],\n",
    "    cache=cache,\n",
    "):\n",
    "    if in_outputs:\n",
    "        coevals.append(coeval)\n",
    "        "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note that this run was much faster, since we cached the outputs from the previous run, and they were simply loaded instead of re-calculated"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There are a number of possible inputs for `generate/run_coeval`, which you can check out either in the [API reference](../reference/py21cmfast.html) or by calling `help(p21c.run_coeval)`. \n",
    "\n",
    "Notably, in our case here, the `out_redshifts` must be given: these are the redshifts\n",
    "at which we compute the coeval boxes. When the simulation requires evolution over \n",
    "cosmic history, coeval boxes will be computed at every node _as well as_ any \n",
    "`out_redshifts` specified. \n",
    "\n",
    "Since the function is a generator, it yields a `Coeval` box on each iteration. These\n",
    "boxes can be saved or post-processed before completing the next iteration, allowing\n",
    "arbitrarily flexible computations to be performed. The second returned values is a \n",
    "boolean which tells you whether you are at a requested output point in `out_redshifts`.\n",
    "\n",
    "We've also given a `cache` parameter: this specifies a directory in which the various\n",
    "component calculations of this simulation will be cached. By default, this will occur\n",
    "in the current directory, but here we are using a temporary directory for convenience.\n",
    "While by default all sub-components are written into the cache, this can be turned off\n",
    "altogether, or toggled per subcomponent. The main reason to use the cache is if you \n",
    "might want to re-use simulated component boxes in other simulations in the future.\n",
    "A prime example of this is the `InitialConditions`, for which a single simulation can\n",
    "be used for a multitude of astrophysical simulations with varying `AstroParams`. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The output on each iteration is, as we have mentioned, a `Coeval` object. This is a simple\n",
    "object that contains a number of 3D arrays of data, one for each of the component fields\n",
    "simulated. They can be accessed as attributes of the object:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-09-22T20:29:43.746497Z",
     "iopub.status.busy": "2026-09-22T20:29:43.746343Z",
     "iopub.status.idle": "2026-09-22T20:29:43.749617Z",
     "shell.execute_reply": "2026-09-22T20:29:43.749105Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "10.0"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "coevals[0].redshift"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "A list of all simulated fields can be accessed:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-09-22T20:29:43.750671Z",
     "iopub.status.busy": "2026-09-22T20:29:43.750553Z",
     "iopub.status.idle": "2026-09-22T20:29:43.778028Z",
     "shell.execute_reply": "2026-09-22T20:29:43.777401Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['lowres_density',\n",
       " 'lowres_vx',\n",
       " 'lowres_vy',\n",
       " 'lowres_vz',\n",
       " 'hires_density',\n",
       " 'hires_vx',\n",
       " 'hires_vy',\n",
       " 'hires_vz',\n",
       " 'lowres_vx_2LPT',\n",
       " 'lowres_vy_2LPT',\n",
       " 'lowres_vz_2LPT',\n",
       " 'hires_vx_2LPT',\n",
       " 'hires_vy_2LPT',\n",
       " 'hires_vz_2LPT',\n",
       " 'lowres_vcb',\n",
       " 'density',\n",
       " 'velocity_z',\n",
       " 'velocity_x',\n",
       " 'velocity_y',\n",
       " 'neutral_fraction',\n",
       " 'ionisation_rate_G12',\n",
       " 'z_reion',\n",
       " 'mean_free_path',\n",
       " 'cumulative_recombinations',\n",
       " 'kinetic_temperature',\n",
       " 'unnormalised_nion',\n",
       " 'unnormalised_nion_mini',\n",
       " 'brightness_temp',\n",
       " 'tau_21',\n",
       " 'spin_temperature',\n",
       " 'xray_ionised_fraction',\n",
       " 'kinetic_temp_neutral',\n",
       " 'J_21_LW',\n",
       " 'count',\n",
       " 'halo_mass',\n",
       " 'halo_stars',\n",
       " 'halo_stars_mini',\n",
       " 'halo_sfr',\n",
       " 'halo_sfr_mini',\n",
       " 'halo_xray',\n",
       " 'n_ion',\n",
       " 'whalo_sfr']"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "coevals[0].get_fields()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The `Coeval` object also maintains a reference to the input parameters:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-09-22T20:29:43.779374Z",
     "iopub.status.busy": "2026-09-22T20:29:43.779241Z",
     "iopub.status.idle": "2026-09-22T20:29:43.808017Z",
     "shell.execute_reply": "2026-09-22T20:29:43.807053Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "cosmo_params: CosmoParams(_SIGMA_8=None, hlittle=0.6766, OMm=0.30964144154550644, OMb=0.04897468161869667, POWER_INDEX=0.9665, _A_s=None, OMn=0.0, OMk=0.0, OMr=8.6e-05, OMtot=1.0, Y_He=0.24, wl=-1.0)\n",
       "simulation_options: SimulationOptions(HII_DIM=64, _BOX_LEN=None, _DIM=None, _HIRES_TO_LOWRES_FACTOR=None, _LOWRES_CELL_SIZE_MPC=None, NON_CUBIC_FACTOR=1.0, N_THREADS=1, SAMPLER_MIN_MASS=100000000.0, SAMPLER_BUFFER_FACTOR=2.0, N_COND_INTERP=200, N_PROB_INTERP=400, MIN_LOGPROB=-12.0, HALOMASS_CORRECTION=0.89, PARKINSON_G0=1.0, PARKINSON_y1=0.0, PARKINSON_y2=0.0, Z_HEAT_MAX=35.0, ZPRIME_STEP_FACTOR=1.1, MIN_XE_FOR_FCOLL_IN_TAUX=0.001, INITIAL_REDSHIFT=300.0, DELTA_R_FACTOR=1.1, DENSITY_SMOOTH_RADIUS=0.2, DEXM_OPTIMIZE_MINMASS=100000000000.0, DEXM_R_OVERLAP=2.0, CORR_STAR=0.5, CORR_SFR=0.2, CORR_LX=0.2, K_MAX_FOR_CLASS=None)\n",
       "matter_options: MatterOptions(HMF='ST', _USE_RELATIVE_VELOCITIES=None, V_CB_MODEL='NONE', POWER_SPECTRUM='EH', PERTURB_ON_HIGH_RES=False, USE_INTERPOLATION_TABLES='hmf-interpolation', MINIMIZE_MEMORY=False, KEEP_3D_VELOCITIES=False, SAMPLE_METHOD='MASS-LIMITED', FILTER='spherical-tophat', HALO_FILTER='spherical-tophat', SMOOTH_EVOLVED_DENSITY_FIELD=False, DEXM_OPTIMIZE=False, PERTURB_ALGORITHM='2LPT', USE_FFTW_WISDOM=False, SOURCE_MODEL='E-INTEGRAL')\n",
       "astro_params: AstroParams(HII_EFF_FACTOR=30.0, F_STAR10=-1.3, ALPHA_STAR=0.5, F_STAR7_MINI=-2.8, ALPHA_STAR_MINI=0.5, F_ESC10=-1.0, ALPHA_ESC=-0.5, F_ESC7_MINI=-2.0, M_TURN=8.7, R_BUBBLE_MAX=32.0, R_BUBBLE_MIN=0.620350491, ION_Tvir_MIN=4.69897, L_X=40.5, L_X_MINI=40.5, NU_X_THRESH=500.0, X_RAY_SPEC_INDEX=1.0, X_RAY_Tvir_MIN=4.69897, F_H2_SHIELD=0.0, t_STAR=0.5, A_LW=2.0, BETA_LW=0.6, A_VCB=1.0, BETA_VCB=1.8, UPPER_STELLAR_TURNOVER_MASS=11.447, UPPER_STELLAR_TURNOVER_INDEX=-0.6, SIGMA_STAR=0.25, SIGMA_LX=0.5, SIGMA_SFR_LIM=0.19, SIGMA_SFR_INDEX=-0.12, T_RE=20000.0, _FIXED_VAVG=None, V_CB_AVG_DEBUG=27.0, POP2_ION=5000.0, POP3_ION=44021.0, PHOTONCONS_CALIBRATION_END=3.5, CLUMPING_FACTOR=2.0, ALPHA_UVB=5.0, R_MAX_TS=500.0, N_STEP_TS=40, MAX_DVDR=0.2, DELTA_R_HII_FACTOR=1.1, NU_X_BAND_MAX=2000.0, NU_X_MAX=10000.0)\n",
       "astro_options: AstroOptions(USE_MINI_HALOS=False, USE_X_RAY_HEATING=True, USE_CMB_HEATING=True, USE_LYA_HEATING=True, _INHOMO_RECO=None, USE_TS_FLUCT=False, _FIX_VCB_AVG=None, USE_EXP_FILTER=False, CELL_RECOMB=False, LYA_MULTIPLE_SCATTERING=False, USE_ADIABATIC_FLUCTUATIONS=True, PHOTON_CONS_TYPE='no-photoncons', USE_UPPER_STELLAR_TURNOVER=False, M_MIN_in_Mass=True, HALO_SCALING_RELATIONS_MEDIAN=False, HII_FILTER='sharp-k', HEAT_FILTER='spherical-tophat', IONISE_ENTIRE_SPHERE=False, RECOMB_MODEL='none', INTEGRATION_METHOD_ATOMIC='GAUSS-LEGENDRE', INTEGRATION_METHOD_MINI='GAUSS-LEGENDRE')"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "coevals[0].inputs"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can also save/load a Coeval object to disk:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-02-29T22:10:27.644169Z",
     "start_time": "2020-02-29T22:10:27.442997Z"
    },
    "execution": {
     "iopub.execute_input": "2026-09-22T20:29:43.810465Z",
     "iopub.status.busy": "2026-09-22T20:29:43.809899Z",
     "iopub.status.idle": "2026-09-22T20:29:44.410053Z",
     "shell.execute_reply": "2026-09-22T20:29:44.409180Z"
    }
   },
   "outputs": [],
   "source": [
    "coevals[0].save(cache.direc / \"coeval.h5\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note that, if you are also using the cache (as we are), then saving the `Coeval` object\n",
    "creates redundant data on disk. The files created by `Coeval` are more convenient for \n",
    "saving, sharing and using in further post-processing, but are not easily used for \n",
    "caching purposes."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The file that we wrote can be easily read:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-09-22T20:29:44.412985Z",
     "iopub.status.busy": "2026-09-22T20:29:44.412790Z",
     "iopub.status.idle": "2026-09-22T20:29:44.454358Z",
     "shell.execute_reply": "2026-09-22T20:29:44.453336Z"
    }
   },
   "outputs": [],
   "source": [
    "coeval10 = p21c.Coeval.from_file(cache.direc / \"coeval.h5\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Some convenient plotting functions exist in the `plotting` module. These can work directly on `Coeval` objects, or any of the output structs (as we'll see further on in the tutorial). By default the `coeval_sliceplot` function will plot the `brightness_temp`, using the standard traditional colormap:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-02-29T22:10:29.863171Z",
     "start_time": "2020-02-29T22:10:28.657079Z"
    },
    "execution": {
     "iopub.execute_input": "2026-09-22T20:29:44.457971Z",
     "iopub.status.busy": "2026-09-22T20:29:44.457720Z",
     "iopub.status.idle": "2026-09-22T20:29:46.089984Z",
     "shell.execute_reply": "2026-09-22T20:29:46.088768Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 3, figsize=(14, 4))\n", "for i, coeval in enumerate(coevals):\n", " plotting.coeval_sliceplot(coeval, ax=ax[i], fig=fig)\n", " plt.title(f\"z = {coeval.redshift}\")\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Any 3D field can be plotted, by setting the `kind` argument. For example, we could alternatively have plotted the dark matter density cubes perturbed to each redshift:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:30.842329Z", "start_time": "2020-02-29T22:10:29.864621Z" }, "execution": { "iopub.execute_input": "2026-09-22T20:29:46.094548Z", "iopub.status.busy": "2026-09-22T20:29:46.094089Z", "iopub.status.idle": "2026-09-22T20:29:46.693250Z", "shell.execute_reply": "2026-09-22T20:29:46.692350Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 3, figsize=(14, 4))\n", "for i, coeval in enumerate(coevals):\n", " plotting.coeval_sliceplot(coeval, kind=\"density\", ax=ax[i], fig=fig)\n", " plt.title(f\"z = {coeval.redshift}\")\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To see more options for the plotting routines, see the [API Documentation](../reference/_autosummary/py21cmfast.plotting.html)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This brief example covers most of the basic usage of `21cmFAST` (at least with `Coeval` objects -- there are also `Lightcone` objects for which there is a separate tutorial). \n", "\n", "For the rest of the tutorial, we'll cover a more advanced usage, in which each step of the calculation is done independently." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Advanced Step-by-Step Usage" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Most users most of the time will want to use the high-level `run_coeval` function from the previous section. However, there are several independent steps when computing the brightness temperature field, and these can be performed one-by-one, adding any other effects between them if desired. In this section, we'll go through in more detail how to use the lower-level methods.\n", "\n", "Each step is performed by running a function which will return a single object. \n", "Every major function returns an object of the same fundamental class (an ``OutputStruct``) \n", "which has methods to share its underlying data with the backend C code, and maintain \n", "knowledge of the state of its memory.\n", "\n", "As we move through each step, we'll outline some extra details, hints and tips about using these inputs and outputs." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The first thing to do is to set up the input parameters. Here, we'll use the same\n", "basic set of parameters as we used in `run_coeval`, but with a different random seed, \n", "which ensures that we compute all new boxes." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "execution": { "iopub.execute_input": "2026-09-22T20:29:46.695644Z", "iopub.status.busy": "2026-09-22T20:29:46.695465Z", "iopub.status.idle": "2026-09-22T20:29:46.698107Z", "shell.execute_reply": "2026-09-22T20:29:46.697697Z" } }, "outputs": [], "source": [ "new_inputs = inputs.clone(random_seed=42)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Initial Conditions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The first step is to get the initial conditions, which defines the *cosmological* density field before any redshift evolution is applied." ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:41.882249Z", "start_time": "2020-02-29T22:10:31.202726Z" }, "execution": { "iopub.execute_input": "2026-09-22T20:29:46.699591Z", "iopub.status.busy": "2026-09-22T20:29:46.699431Z", "iopub.status.idle": "2026-09-22T20:29:50.129161Z", "shell.execute_reply": "2026-09-22T20:29:50.128612Z" } }, "outputs": [], "source": [ "initial_conditions = p21c.compute_initial_conditions(\n", " inputs=new_inputs, cache=cache, write=True\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we said, all of these \"single field\" functions return objects of type `OutputStruct`.\n", "These objects have a few things in common. For example, they hold a reference to their\n", "input parameters:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "execution": { "iopub.execute_input": "2026-09-22T20:29:50.130606Z", "iopub.status.busy": "2026-09-22T20:29:50.130467Z", "iopub.status.idle": "2026-09-22T20:29:50.133384Z", "shell.execute_reply": "2026-09-22T20:29:50.132613Z" } }, "outputs": [ { "data": { "text/plain": [ "64" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "initial_conditions.inputs.simulation_options.HII_DIM" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "More importantly, once computed, they hold the simulated data. Reading a field off the object gives you a plain numpy array. The `Array` objects that *manage* that data -- tracking whether it is in memory, on disk, or shared with the C backend -- live alongside it, under the `.arrays` attribute:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "execution": { "iopub.execute_input": "2026-09-22T20:29:50.135498Z", "iopub.status.busy": "2026-09-22T20:29:50.135319Z", "iopub.status.idle": "2026-09-22T20:29:50.171687Z", "shell.execute_reply": "2026-09-22T20:29:50.171083Z" } }, "outputs": [ { "data": { "text/plain": [ "dict_keys(['lowres_density', 'lowres_vx', 'lowres_vy', 'lowres_vz', 'hires_density', 'lowres_vx_2LPT', 'lowres_vy_2LPT', 'lowres_vz_2LPT', 'hires_vx_2LPT', 'hires_vy_2LPT', 'hires_vz_2LPT'])" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "initial_conditions.arrays.keys()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Getting the underlying data\n", "\n", "Reading a field attribute gives you a `numpy` array, and you can use it exactly as you would any other:" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2026-09-22T20:29:50.173646Z", "iopub.status.busy": "2026-09-22T20:29:50.173436Z", "iopub.status.idle": "2026-09-22T20:29:50.198683Z", "shell.execute_reply": "2026-09-22T20:29:50.198266Z" } }, "outputs": [], "source": [ "initial_conditions.lowres_density.mean()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This works whether or not the data is currently in memory. `21cmFAST` will often purge array data from memory to keep memory usage down -- for example, automatically while iterating through the redshifts of a lightcone. As long as the data was written to disk (which happens by default when you pass `write=True`), reading the field simply loads it back for you.\n", "\n", "The memory management itself lives on the `Array`, which you reach through `.arrays`. That is where you look if you want to know *where* the data currently is:" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2026-09-22T20:29:50.199949Z", "iopub.status.busy": "2026-09-22T20:29:50.199811Z", "iopub.status.idle": "2026-09-22T20:29:50.225432Z", "shell.execute_reply": "2026-09-22T20:29:50.224961Z" } }, "outputs": [], "source": [ "initial_conditions.arrays[\"lowres_density\"].state" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we now purge the object, the data is dropped from memory, but stays on disk (because we passed `write=True` when computing it):" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2026-09-22T20:29:50.227052Z", "iopub.status.busy": "2026-09-22T20:29:50.226935Z", "iopub.status.idle": "2026-09-22T20:29:50.254165Z", "shell.execute_reply": "2026-09-22T20:29:50.253415Z" } }, "outputs": [], "source": [ "initial_conditions.purge()\n", "initial_conditions.arrays[\"lowres_density\"].state" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Reading the field still just works -- it is loaded back from disk on access:" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2026-09-22T20:29:50.256385Z", "iopub.status.busy": "2026-09-22T20:29:50.256004Z", "iopub.status.idle": "2026-09-22T20:29:50.297247Z", "shell.execute_reply": "2026-09-22T20:29:50.296751Z" } }, "outputs": [], "source": [ "initial_conditions.lowres_density.mean()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2026-09-22T20:29:50.298503Z", "iopub.status.busy": "2026-09-22T20:29:50.298364Z", "iopub.status.idle": "2026-09-22T20:29:50.327558Z", "shell.execute_reply": "2026-09-22T20:29:50.326955Z" } }, "outputs": [], "source": [ "initial_conditions.arrays[\"lowres_density\"].state" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There is also an explicit `.get()`, which does exactly the same thing. It is handy when the field name is held in a variable:" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2026-09-22T20:29:50.330051Z", "iopub.status.busy": "2026-09-22T20:29:50.329910Z", "iopub.status.idle": "2026-09-22T20:29:50.359628Z", "shell.execute_reply": "2026-09-22T20:29:50.358928Z" } }, "outputs": [], "source": [ "initial_conditions.get(\"lowres_density\").mean()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### The memory tradeoff\n", "\n", "As you saw above, reading a purged field caches the data back into memory. So simply _inspecting_ one -- even something as innocuous as `.mean()` in a notebook cell or a debugger -- will quietly reallocate that memory. This is usually what you want (you probably want the data close by if you are about to use it more than once), but it can be a surprise in a long-running script that purges aggressively to stay within a memory budget.\n", "\n", "Two things make this traceable. Merely *looking* at the object (`repr()`, `hasattr()`, and so on) never triggers a disk read -- only actually using the data does. And every read from disk is logged at `DEBUG` level, so if you are chasing unexpected memory growth or repeated disk traffic, turn on debug logging for `py21cmfast` and you will see exactly which arrays are loaded, and how often.\n", "\n", "If you do not want the caching, disable it with the **`CACHE_ARRAYS_ON_ACCESS`** config option, either globally or (better) for a specific block of code via the config context manager. With it disabled, reading a purged field still re-reads it from disk each time, but nothing is retained afterwards. Note that this affects only this implicit path: `.get()` always caches, regardless of the setting." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2026-09-22T20:29:50.361853Z", "iopub.status.busy": "2026-09-22T20:29:50.361628Z", "iopub.status.idle": "2026-09-22T20:29:50.386686Z", "shell.execute_reply": "2026-09-22T20:29:50.385663Z" } }, "outputs": [], "source": [ "initial_conditions.purge()\n", "\n", "with p21c.config.use(CACHE_ARRAYS_ON_ACCESS=False):\n", " print(initial_conditions.lowres_density.mean())\n", " print(initial_conditions.arrays[\"lowres_density\"].state)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A few practical tips for managing this:\n", "\n", "- If you are inspecting a purged array just once and do not want to hold on to it, either wrap the inspection in `config.use(CACHE_ARRAYS_ON_ACCESS=False)`, or simply call `.purge()` again afterwards to release it.\n", "- If you are going to use a value repeatedly, let it cache (the default) -- that avoids re-reading the same data from disk on every access.\n", "- Use `.has(\"field_name\")` to ask whether a field has data available at all (in memory or on disk) without loading it. A field that exists but has never been computed raises when you read it, rather than handing you `None`.\n", "- Reach for `output_struct.arrays[\"field_name\"]` when you want the `Array` itself -- its state, its cache backend, or the functional transitions between them." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2026-09-22T20:29:50.388966Z", "iopub.status.busy": "2026-09-22T20:29:50.388816Z", "iopub.status.idle": "2026-09-22T20:29:50.416667Z", "shell.execute_reply": "2026-09-22T20:29:50.416222Z" } }, "outputs": [], "source": [ "initial_conditions.load_all()\n", "initial_conditions.has(\"lowres_density\"), initial_conditions.has(\"lowres_vcb\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "```{note}\n", "Before v4.3 these field attributes gave you the `Array` object rather than the data,\n", "so you had to reach for `.get()` or `.value` to get a numpy array out. They now return\n", "the array itself. For one release the returned array still answers the old\n", "`Array`-only attributes (`.value`, `.state`, ...) with a deprecation warning, so\n", "existing code keeps working -- but they will be removed in v5.\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `coeval_sliceplot` function also works on `OutputStruct` objects (as well as the `Coeval` object as we've already seen). It takes the object, and a specific field name. By default, the field it plots is the _first_ field in `arrays` (for any `OutputStruct`)." ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:43.078040Z", "start_time": "2020-02-29T22:10:42.845666Z" }, "execution": { "iopub.execute_input": "2026-09-22T20:29:50.419525Z", "iopub.status.busy": "2026-09-22T20:29:50.419288Z", "iopub.status.idle": "2026-09-22T20:29:50.749985Z", "shell.execute_reply": "2026-09-22T20:29:50.748956Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotting.coeval_sliceplot(initial_conditions, \"hires_density\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Perturbed Field" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After obtaining the initial conditions, we need to *perturb* the field to a given redshift (i.e. the redshift we care about). This step clearly requires the results of the previous step, which we can easily just pass in. Let's do that:" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:43.461429Z", "start_time": "2020-02-29T22:10:43.079489Z" }, "execution": { "iopub.execute_input": "2026-09-22T20:29:50.754322Z", "iopub.status.busy": "2026-09-22T20:29:50.754013Z", "iopub.status.idle": "2026-09-22T20:29:51.327293Z", "shell.execute_reply": "2026-09-22T20:29:51.326749Z" } }, "outputs": [], "source": [ "perturbed_field = p21c.perturb_field(\n", " redshift=8.0, initial_conditions=initial_conditions\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that we didn't need to pass in any input parameters, because they are all contained in the `initial_conditions` object itself. The random seed is also taken from this object.\n", "\n", "Again, the output is an `OutputStruct`, so we can view its fields:" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:43.467710Z", "start_time": "2020-02-29T22:10:43.464305Z" }, "execution": { "iopub.execute_input": "2026-09-22T20:29:51.329008Z", "iopub.status.busy": "2026-09-22T20:29:51.328878Z", "iopub.status.idle": "2026-09-22T20:29:51.331449Z", "shell.execute_reply": "2026-09-22T20:29:51.330985Z" } }, "outputs": [ { "data": { "text/plain": [ "dict_keys(['density', 'velocity_z'])" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "perturbed_field.arrays.keys()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This time, it has only density and velocity (the velocity direction is chosen without loss of generality). Let's view the perturbed density field:" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:43.658615Z", "start_time": "2020-02-29T22:10:43.469373Z" }, "execution": { "iopub.execute_input": "2026-09-22T20:29:51.332682Z", "iopub.status.busy": "2026-09-22T20:29:51.332548Z", "iopub.status.idle": "2026-09-22T20:29:51.495012Z", "shell.execute_reply": "2026-09-22T20:29:51.494308Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotting.coeval_sliceplot(perturbed_field, \"density\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is clear here that the density used is the *low*-res density, but the overall structure of the field looks very similar." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Ionization Field" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, we need to ionize the box. This is where things get a little more tricky. \n", "In the simplest case we are using in this tutorial, the ionization occurs at the \n", "*saturated limit*, which means we can safely ignore the contribution of the spin \n", "temperature fluctuations. \n", "This means we can directly calculate the ionization on the density/velocity fields that \n", "we already have." ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:44.909517Z", "start_time": "2020-02-29T22:10:43.659834Z" }, "execution": { "iopub.execute_input": "2026-09-22T20:29:51.496919Z", "iopub.status.busy": "2026-09-22T20:29:51.496781Z", "iopub.status.idle": "2026-09-22T20:29:52.232777Z", "shell.execute_reply": "2026-09-22T20:29:52.232095Z" } }, "outputs": [], "source": [ "ionized_field = p21c.compute_ionization_field(\n", " initial_conditions=initial_conditions, perturbed_field=perturbed_field\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's see the fieldnames:" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:44.914928Z", "start_time": "2020-02-29T22:10:44.911001Z" }, "execution": { "iopub.execute_input": "2026-09-22T20:29:52.234635Z", "iopub.status.busy": "2026-09-22T20:29:52.234472Z", "iopub.status.idle": "2026-09-22T20:29:52.238902Z", "shell.execute_reply": "2026-09-22T20:29:52.238100Z" } }, "outputs": [ { "data": { "text/plain": [ "dict_keys(['neutral_fraction', 'ionisation_rate_G12', 'z_reion', 'mean_free_path', 'kinetic_temperature', 'unnormalised_nion'])" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ionized_field.arrays.keys()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's plot the neutral fraction:" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:45.120787Z", "start_time": "2020-02-29T22:10:44.916354Z" }, "execution": { "iopub.execute_input": "2026-09-22T20:29:52.240862Z", "iopub.status.busy": "2026-09-22T20:29:52.240498Z", "iopub.status.idle": "2026-09-22T20:29:52.414481Z", "shell.execute_reply": "2026-09-22T20:29:52.413877Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotting.coeval_sliceplot(ionized_field, \"neutral_fraction\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Brightness Temperature" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can use what we have to get the brightness temperature:" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:45.153348Z", "start_time": "2020-02-29T22:10:45.122062Z" }, "execution": { "iopub.execute_input": "2026-09-22T20:29:52.416300Z", "iopub.status.busy": "2026-09-22T20:29:52.416114Z", "iopub.status.idle": "2026-09-22T20:29:52.430750Z", "shell.execute_reply": "2026-09-22T20:29:52.430127Z" } }, "outputs": [], "source": [ "brightness_temp = p21c.brightness_temperature(\n", " ionized_box=ionized_field, perturbed_field=perturbed_field\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This has only a single field, ``brightness_temp``:" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:45.355868Z", "start_time": "2020-02-29T22:10:45.155043Z" }, "execution": { "iopub.execute_input": "2026-09-22T20:29:52.432124Z", "iopub.status.busy": "2026-09-22T20:29:52.432000Z", "iopub.status.idle": "2026-09-22T20:29:52.617153Z", "shell.execute_reply": "2026-09-22T20:29:52.616597Z" } }, "outputs": [ { "data": { "image/png": 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", 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