{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial I: a quick introduction to `meer21cm`\n", "\n", "In this notebook, I will provide a brief walkthrough of the `meer21cm` package.\n", "`meer21cm` deals with the power spectrum estimation pipeline for 21cm data analysis.\n", "To do that, a comprehensive toolkit is built based on Steve's work on `meerpower`, \n", "to perform mock simulation, sky map gridding, power spectrum estimation and corresponding model power spectrum calculation.\n", "\n", "First, you need to install it. Check [the installation guide](https://github.com/meerklass/meer21cm/blob/main/INSTALLATION.md). The basic installation should be really starightforward. Just do\n", "\n", "```bash\n", "conda create -n meer21cm python=3.10\n", "conda activate meer21cm\n", "git clone https://github.com/meerklass/meer21cm\n", "cd meer21cm\n", "pip install -e \".[full]\"\n", "```\n", "\n", "Note that the documentation website is not online, but is available locally. If you do not want to install the full dependency to build website, run unit tests etc, you can just do ``pip install -e .``" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from meer21cm import MockSimulation\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from meer21cm.plot import plot_map\n", "import time\n", "from meer21cm.util import center_to_edges" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Class-based interface\n", "\n", "The first thing to note is that `meer21cm` is written in a way that is based on class objects.\n", "You can construct an object that takes some customary inputs, and most of the calculations can be performed under the hood.\n", "For example, for a basic mock object:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mock = MockSimulation(\n", " survey=\"meerklass_2021\",\n", " band=\"L\",\n", ")\n", "# check mock dark matter density field. When invoked, `mock` will generate a realization under the hood\n", "plt.imshow(mock.mock_matter_field[:,:,0])\n", "plt.colorbar()\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You wil find that a lognormal dark matter density field is automatically generated. The default setting is to match the box dimensions (not exactly) of the L-band deep-field survey area and Planck18 cosmology:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ 971.70581518 1346.6494146 396.74866637] [10.67808588 10.6035387 2.09919929] 0.4244709677806125\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "print(mock.box_len, mock.box_resol, mock.z)\n", "plot_map(mock.W_HI, mock.wproj)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "All the input parameters/models/settings are stored inside the `mock` object, and can be changed whenever you want.\n", "Check the documentation for all the attributes." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cosmolgy: w0waCDM(name=\"new\", H0=67.66 km / (Mpc s), Om0=0.30966, Ode0=0.6888523996875395, Tcmb0=2.7255 K, Neff=3.046, m_nu=[0. 0. 0.06] eV, Ob0=0.04897, w0=-1.0, wa=0.0)\n", "Redshift: 0.4244709677806125\n", "HI bias: 1.0\n", "Galaxy bias: None\n", "HI density $\\Omega_{\\rm HI}$: 0.0005000000000000001\n" ] } ], "source": [ "# Some selection of the parameters/attributes:\n", "print(\"Cosmolgy:\", mock.cosmo)\n", "print(\"Redshift:\", mock.z)\n", "print(\"HI bias:\", mock.tracer_bias_1)\n", "print(\"Galaxy bias:\", mock.tracer_bias_2)\n", "print(r\"HI density $\\Omega_{\\rm HI}$:\", mock.omega_hi.mean())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For most of the parameters, changing the settings is as simple as `mock.something = new_value`\n", "\n", "For example, suppose you want to generate a different cosmology instead, with a cubic box of 500Mpc with 5Mpc resolution:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The box length and the grid number were: [ 971.70581518 1346.6494146 396.74866637] [ 91 127 189]\n", "Now the box length and the grid number are: [500 500 500] [100 100 100]\n" ] } ], "source": [ "mock.cosmo = 'Planck15'\n", "print(\"The box length and the grid number were:\", mock.box_len,mock.box_ndim) # was automatically calculated to match the survey area\n", "mock.box_len = np.array([500,500,500])\n", "mock.box_ndim = np.array([100,100,100])\n", "print(\"Now the box length and the grid number are:\", mock.box_len,mock.box_ndim)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# check one z-slice\n", "plt.rcParams.update({'font.size': 21})\n", "plt.pcolormesh(\n", " center_to_edges(mock.x_vec[0]),\n", " center_to_edges(mock.x_vec[1]),\n", " mock.mock_matter_field[:,:,-2]\n", ")\n", "cbar = plt.colorbar()\n", "plt.xlabel('x [Mpc]')\n", "plt.ylabel('y [Mpc]')\n", "cbar.set_label(r'$\\delta_m$')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A feature of `meer21cm` is that it is designed to be used interactively, allowing extensive testing through changing inputs. It uses a cache structure that **only updates a certain attribute if needed**. For example, if we have changed nothing, invoking `mock.mock_matter_field` is simply printing out an array:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Time taken to print out the field: 4.100799560546875e-05\n" ] } ], "source": [ "s_t = time.time()\n", "mock.mock_matter_field\n", "print('Time taken to print out the field:', time.time()-s_t)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Suppose now we change something, for example by using nonlinear instead of linear matter power spectrum to generate the DM field:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "linear\n" ] } ], "source": [ "print(mock.ps_type) # matter power was `linear`\n", "mock.ps_type = 'nonlinear'" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Time taken to regenerate the field: 0.635673999786377\n" ] } ], "source": [ "s_t = time.time()\n", "mock.mock_matter_field\n", "print('Time taken to regenerate the field:', time.time()-s_t)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# check one z-slice\n", "plt.rcParams.update({'font.size': 21})\n", "plt.pcolormesh(\n", " center_to_edges(mock.x_vec[0]),\n", " center_to_edges(mock.x_vec[1]),\n", " mock.mock_matter_field[:,:,-2]\n", ")\n", "cbar = plt.colorbar()\n", "plt.xlabel('x [Mpc]')\n", "plt.ylabel('y [Mpc]')\n", "cbar.set_label(r'$\\delta_m$')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note two things above: First, the underlying seed stays the same, so the distribution is the same. Second, the colour scale changed, with more enhanced peak due to nonlinear clustering.\n", "\n", "On the other hand, changing unrelated quantities does not affect the cache:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Time taken to print out the DM field: 3.0279159545898438e-05\n" ] } ], "source": [ "mock.tracer_bias_1 = 1.5 # setting the HI bias\n", "\n", "s_t = time.time()\n", "mock.mock_matter_field\n", "print('Time taken to print out the DM field:', time.time()-s_t)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In `meer21cm`, we focus on the HI simulation and power spectrum analysis, with also support of generating a cross-correlating galaxy catalogue.\n", "While this can be arbitrary, the package is written in a way with the default of `1` being HI and `2` being galaxy. That means, we can generate an HI and a galaxy overdensity field: " ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "mock.mean_amp_1 = 'average_hi_temp' # tell tracer 1 to use temperature unit\n", "mock.omega_hi = 6e-4 # setting the overall HI density\n", "mock.tracer_bias_1 = 1.5 # HI bias\n", "mock.tracer_bias_2 = 1.9 # galaxy bias\n", "mock.num_discrete_source = 100000 # number of mock galaxies" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.pcolormesh(\n", " center_to_edges(mock.x_vec[0]),\n", " center_to_edges(mock.x_vec[1]),\n", " mock.mock_tracer_field_1.mean(-1).T,\n", " #cmap='magma'\n", ")\n", "cbar = plt.colorbar()\n", "cbar.set_label('HI temperature [K]')\n", "plt.figure()\n", "plt.xlim(mock.x_vec[0].min(),mock.x_vec[0].max())\n", "plt.ylim(mock.x_vec[1].min(),mock.x_vec[1].max())\n", "plt.scatter(\n", " mock.mock_tracer_position_in_box[:,0],\n", " mock.mock_tracer_position_in_box[:,1],\n", " color='C3',\n", " s=1,\n", " alpha=0.1,\n", ")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For any field, `meer21cm` offers automatic calculation of the data power spectrum as well as the corresponding model power spectrum based on the input parameters.\n", "\n", "It takes into the account of all sorts of effects (weighting, gridding etc).\n", "For this cubic box with uniform weighting it is as easy as just putting the fields into `mock`:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "mock.field_1 = mock.mock_tracer_field_1\n", "# galaxy count in each cell\n", "gal_count,_ = np.histogramdd(\n", " mock.mock_tracer_position_in_box,\n", " bins=[center_to_edges(mock.x_vec[i]) for i in range(3)],\n", ")\n", "mock.field_2 = gal_count\n", "mock.mean_center_1 = False # the field is already mean centered\n", "mock.mean_center_2 = True # galaxy count is not\n", "mock.unitless_1 = False # HI field is in temperature unit, does not need to 1/\\bar{\\pho}\n", "mock.unitless_2 = True # galaxy count to overdensity needs 1/\\bar{n}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The 3D power spectrum can then be extracted from `mock`:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(100, 100, 51) (100, 100, 51) (100, 100, 51)\n", "(100, 100, 51) (100, 100, 51) (100, 100, 51)\n" ] } ], "source": [ "print(mock.auto_power_3d_1.shape, mock.cross_power_3d.shape, mock.auto_power_3d_2.shape)\n", "print(mock.auto_power_tracer_1_model.shape, mock.cross_power_tracer_model.shape, mock.auto_power_tracer_2_model.shape)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The corresponding k-mode can be read:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(100,) (100,) (51,)\n", "(100, 100, 51)\n", "(51,) (100, 100)\n" ] } ], "source": [ "print(mock.k_vec[0].shape, mock.k_vec[1].shape, mock.k_vec[2].shape) # each k_x,k_y,k_z\n", "print(mock.k_mode.shape) # |k|\n", "print(mock.k_para.shape, mock.k_perp.shape) # k_para (z), k_perp ((x^2+y^2)^0.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can then tell `mock` what k-bins you want and bin the 3D power into 1D or cylindrical:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "mock.k1dbins = np.linspace(0,1,11)\n", "mock.kperpbins = np.linspace(0,0.9,10)\n", "mock.kparabins = np.linspace(0,0.6,7)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "power_field = []\n", "for power_3d in [mock.auto_power_3d_1,mock.cross_power_3d,mock.auto_power_3d_2]:\n", " power_i,keff,_ = mock.get_1d_power(power_3d)\n", " power_field.append(power_i)\n", "power_field = np.array(power_field)\n", "power_model = []\n", "for power_3d in [mock.auto_power_tracer_1_model,mock.cross_power_tracer_model,mock.auto_power_tracer_2_model]:\n", " power_i,keff,_ = mock.get_1d_power(power_3d)\n", " power_model.append(power_i)\n", "power_model = np.array(power_model)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "# galaxy power spectrum has shot noise:\n", "shot_noise = np.prod(mock.box_len)/mock.mock_tracer_position_in_box.shape[0]" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "power_field[2] -= shot_noise" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ylabelarr = ['HI','HI-gal','gal']\n", "unitarr = [r'$\\rm K^2 Mpc^3$', r'$\\rm K Mpc^3$', r'$\\rm Mpc^3$']\n", "fig,axes = plt.subplots(3,1,figsize=(12,18))\n", "for i in range(3):\n", " axes[i].plot(keff,power_field[i],label='field')\n", " axes[i].plot(keff,power_model[i],label='model',ls='--')\n", " axes[i].set_ylabel(r'$P_{\\rm '+ylabelarr[i]+'}$ [' + unitarr[i] + ']')\n", " axes[i].set_xscale('log')\n", " axes[i].set_yscale('log')\n", " axes[i].legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "An example of visualising the cylindrical power spectrum:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "powercy_hi_data,_ = mock.get_cy_power(mock.auto_power_3d_1)\n", "powercy_hi_model,_ = mock.get_cy_power(mock.auto_power_tracer_1_model)\n" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0, '$k_\\\\perp$ [Mpc$^{-1}$]')" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,axes = plt.subplots(1,2,figsize=(15,6))\n", "axes[0].pcolormesh(\n", " mock.kperpbins,\n", " mock.kparabins,\n", " np.log10(powercy_hi_data).T,\n", " vmin=-5,\n", " vmax=-3.45,\n", ")\n", "im = axes[1].pcolormesh(\n", " mock.kperpbins,\n", " mock.kparabins,\n", " np.log10(powercy_hi_model).T,\n", " vmin=-5,\n", " vmax=-3.45,\n", ")\n", "cbar = plt.colorbar(im,ax=axes.ravel())\n", "cbar.set_label(r'$\\log_{10} P_{\\rm HI}$ [K$^2$ Mpc$^3$]')\n", "axes[0].set_title('Data')\n", "axes[1].set_title('Model')\n", "axes[0].set_xlabel(r'$k_\\perp$ [Mpc$^{-1}$]')\n", "axes[0].set_ylabel(r'$k_\\parallel$ [Mpc$^{-1}$]')\n", "axes[1].set_xlabel(r'$k_\\perp$ [Mpc$^{-1}$]')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## A note on galaxy number counts\n", "\n", "In `meer21cm`, everything is based on survey dimensions, including `num_discrete_source`, which is defined as the number of sources in the survey volume, **not in the rectangular box**.\n", "\n", "The number of sources in the simulation box is therefore scaled according to the volume:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "np.float64(100193.60129387681)" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# close to 100000 within Poisson errors\n", "mock.mock_tracer_position_in_box.shape[0] / np.prod(mock.box_len) * mock.survey_volume" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you want a particular number of sources in the simulation box, then you should rescale it beforehand.\n", "You can always check the average number of sources that is going to be simulated:" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "np.float64(65008.14339326535)" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# current number\n", "mock.tot_num_source_in_box" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# 100000 sources in the simulation box instead of survey volume\n", "mock.num_discrete_source = 100000 * mock.survey_volume / np.prod(mock.box_len)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "np.float64(100000.0)" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# current number\n", "mock.tot_num_source_in_box" ] } ], "metadata": { "kernelspec": { "display_name": "meer21cm", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.16" } }, "nbformat": 4, "nbformat_minor": 2 }