{ "cells": [ { "cell_type": "markdown", "id": "15f41cac12241d35", "metadata": { "collapsed": false }, "source": [ "![logo](../../_images/cluster_generator_logo.png)\n", "\n", "# Your First Journey With CG\n", "\n", "![badge](https://img.shields.io/badge/Date_Created-10/26/23-cyan)\n", "\n", "---\n", "\n", "## Contents\n", "\n", "- [Introduction](#Introducing-CG)\n", " - [Getting Started](#Getting-Started-With-The-Package)\n", "- [Your First Cluster](#Setting-Up-Your-First-Cluster)\n", " - [Building the Model](#Building-The-Model)\n", "\n", "---\n", "\n", "## Introducing CG\n", "\n", "So you've successfully managed to download and install the CG package into your python distribution. Congratulations! Now what?\n", "\n", "In this guide, we're going to walk through the generation of a set of simulation initial conditions from start to finish to show you the ropes. Once you've got the hang of the basics, the examples page has many more guides exploring all of the different features CG provides.\n", "\n", "\n", "### Getting Started With the Package\n", "\n", "Let's start by making sure CG is properly installed. In your terminal, try\n", "\n", "``` shell\n", ">>> pip show cluster_generator\n", "```\n", "\n", "If everything goes as planned, you should see a message telling you some brief information about the project. If this appears, it means you've successfully installed the package. Now in a python IDE or terminal, you should be able to import the package as\n" ] }, { "cell_type": "code", "execution_count": 1, "id": "949d993d-80b9-4721-9098-d6398215045f", "metadata": { "collapsed": false, "ExecuteTime": { "end_time": "2023-10-27T15:50:43.465388600Z", "start_time": "2023-10-27T15:50:41.487706Z" } }, "outputs": [], "source": [ "import cluster_generator as cg" ] }, { "cell_type": "markdown", "id": "b9e2eb6e-fa30-41fa-ac10-79eb551dbf33", "metadata": { "ExecuteTime": { "end_time": "2023-10-27T00:18:26.266371200Z", "start_time": "2023-10-27T00:18:26.236344800Z" }, "collapsed": false }, "source": [ "---\n", "\n", "## Setting Up Your First Cluster\n", "\n", "CG has a **lot** of ways to generate galaxy clusters, but we're going to start off slow. To build a simple cluster, we're going to provide CG with the radial profiles for $\\rho_{\\mathrm{gas}}$ and $\\rho_{\\mathrm{dyn}}$ (the total gravitating density). Once we've provided those profiles, CG will go ahead and do all the rest of the leg work to produce a beautiful galaxy cluster model.\n", "\n", "Let's use Hernquist profiles[[1]](https://ui.adsabs.harvard.edu/abs/1990ApJ...356..359H/abstract)( (they're very simple!) for both of the density components. For reference, the equation for a Hernquist density profile is\n", "\n", "$$ \\rho(r) = \\frac{M}{2\\pi}\\frac{r_s}{r}\\frac{1}{(r+r_s)^3}.$$\n", "\n", "\n", "If we let the cluster have a total mass of $1.2 \\times 10^{15} \\mathrm{M}_{\\odot}$ and a scale length of $500\\;\\mathrm{kpc}$, we can define the total density profile as follows: " ] }, { "cell_type": "code", "execution_count": 2, "id": "324780055fdbd412", "metadata": { "collapsed": false, "ExecuteTime": { "end_time": "2023-10-27T15:50:43.551851Z", "start_time": "2023-10-27T15:50:43.472390700Z" } }, "outputs": [], "source": [ "total_density_profile = cg.radial_profiles.hernquist_density_profile(1.2e15, 500)" ] }, { "cell_type": "markdown", "id": "823fac58-c3ed-41a3-9b5b-d9027ad416b9", "metadata": {}, "source": [ "That was pretty simple wasn't it! Let's make the gas density now. If we want the gas to make up something like 10% of the mass of the cluster, then we can assign $M_{\\mathrm{gas}} = 1.2\\times 10^{14} \\mathrm{M}_{\\odot}$. Let's also try making the scale length a little shorter: 200 kpc." ] }, { "cell_type": "code", "execution_count": 3, "id": "a944027b-d2d3-4abb-8f73-6dc05fc763d6", "metadata": { "ExecuteTime": { "end_time": "2023-10-27T15:50:43.572874900Z", "start_time": "2023-10-27T15:50:43.558850400Z" } }, "outputs": [], "source": [ "gas_density_profile = cg.radial_profiles.hernquist_density_profile(1.2e14, 200)" ] }, { "cell_type": "markdown", "id": "a8a6be49-b0f3-4408-9c26-a2e4df962e8c", "metadata": {}, "source": [ "Let's go ahead and take a look at what we've built so far:" ] }, { "cell_type": "code", "execution_count": 4, "id": "e4d152a6-eae7-4934-85e7-79e1f6027dc3", "metadata": { "ExecuteTime": { "end_time": "2023-10-27T15:50:43.935046200Z", "start_time": "2023-10-27T15:50:43.572874900Z" } }, "outputs": [ { "data": { "text/plain": "
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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(111)\n", "\n", "total_density_profile.plot(1, 5000, fig=fig, ax=ax, color=\"red\")\n", "gas_density_profile.plot(1, 5000, fig=fig, ax=ax, color=\"blue\")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "c3aa3111-9d7b-463c-837b-37734ad6e857", "metadata": {}, "source": [ "Excellent! We've built our first set of radial profiles. You're now acquainted with the first and most simple data structure in CG: the ``RadialProfile`` class, which are what these radial profiles were. They're essentially wrappers around basic python functions. Now that we've got our profiles, let's get around to building our cluster.\n", "\n", "### Building The Model\n", "\n", "The next step once we've chosen our profiles is to actually build the cluster. To do this, we're going to take advantage of the ``ClusterModel`` class, which will do all the math for us. " ] }, { "cell_type": "code", "execution_count": 5, "id": "caa62c7a-46da-40ee-9dc9-525e10e13f69", "metadata": { "ExecuteTime": { "end_time": "2023-10-27T15:50:46.337102500Z", "start_time": "2023-10-27T15:50:43.938564100Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "cluster_generator : [INFO ] 2023-10-27 09:50:43,933 Computing the profiles from density and total density.\n", "cluster_generator : [INFO ] 2023-10-27 09:50:43,939 Integrating total mass profile.\n", "cluster_generator : [INFO ] 2023-10-27 09:50:43,994 Integrating pressure profile.\n", "cluster_generator : [INFO ] 2023-10-27 09:50:45,651 Integrating gravitational potential profile.\n" ] } ], "source": [ "galaxy_cluster_model = cg.ClusterModel.from_dens_and_tden(\n", " 1, 10000, gas_density_profile, total_density_profile\n", ")" ] }, { "cell_type": "markdown", "id": "7f7e2130-fe53-4d50-919d-87db87f7c82f", "metadata": {}, "source": [ "So what just happened? We generated a ``ClusterModel`` instance which represents the cluster model from radii $1$ kpc to $10,000$ kpc. All of the output to the terminal tells us what's going on behind the scenes. It looks like first CG computed the total mass, then the gas pressure, and finally the gravitational potential.\n", "\n", "We can do a lot with these models, but what's worth remembering is that these ``ClusterModel`` instances represent complete clusters in their own right. Each model has ``fields`` representing a variety of different pieces of data. Let's take a look at what fields are available:" ] }, { "cell_type": "code", "execution_count": 6, "id": "aafb9a5f-ea34-4cd0-94cf-56076b1600bb", "metadata": { "ExecuteTime": { "end_time": "2023-10-27T15:50:46.343619800Z", "start_time": "2023-10-27T15:50:46.340624500Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "radius kpc\n", "density Msun/kpc**3\n", "total_density Msun/kpc**3\n", "total_mass Msun\n", "gas_mass Msun\n", "gravitational_field kpc/Myr**2\n", "pressure Msun/(Myr**2*kpc)\n", "temperature keV\n", "gravitational_potential kpc**2/Myr**2\n", "dark_matter_density Msun/kpc**3\n", "dark_matter_mass Msun\n", "gas_fraction dimensionless\n", "electron_number_density cm**(-3)\n", "entropy cm**2*keV\n" ] } ], "source": [ "for k, v in galaxy_cluster_model.fields.items():\n", " print(k, v.units)" ] }, { "cell_type": "markdown", "id": "c37ac722-dd82-43e4-90e8-3c50334b7571", "metadata": {}, "source": [ "Each and every one of these profiles represents a different radial profile represented by discrete values. We can look more closely at some of these properties" ] }, { "cell_type": "code", "execution_count": 7, "id": "6d0066a3-b345-44d8-961a-5bb55a646e11", "metadata": { "ExecuteTime": { "end_time": "2023-10-27T15:50:46.738353900Z", "start_time": "2023-10-27T15:50:46.345623300Z" } }, "outputs": [ { "data": { "text/plain": "
", "image/png": 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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure()\n", "ax = fig.add_subplot(111)\n", "\n", "galaxy_cluster_model.plot(\"temperature\", fig=fig, ax=ax)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "067e612f-eaff-48b4-9d7f-8897fb8d0b52", "metadata": {}, "source": [ "We can even get a really good summary of what's going on in our cluster using the ``.panel_plot`` method:" ] }, { "cell_type": "code", "execution_count": 8, "id": "2fe4d898-7072-491b-be10-5cc4c6fd62c7", "metadata": { "ExecuteTime": { "end_time": "2023-10-27T15:50:52.303494700Z", "start_time": "2023-10-27T15:50:46.776388500Z" } }, "outputs": [ { "data": { "text/plain": "
", "image/png": 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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from cluster_generator.utils import cgparams\n", "\n", "cgparams[\"plotting\"][\"defaults\"][\n", " \"text.usetex\"\n", "] = True # Not necessary, just to make the plots look nice.\n", "f, a = galaxy_cluster_model.panel_plot(base_length=3, aspect_ratio=1.2)" ] }, { "cell_type": "markdown", "id": "712b793c-c595-44f6-b59b-176807339303", "metadata": {}, "source": [ "Now that we've generated a galaxy cluster model, we're already most of the way done with this guide! The next step is to actually build the initial conditions. For this example, we're going to just build an isolated galaxy cluster:\n", "\n", "The first step is to save the cluster model to disk:" ] }, { "cell_type": "code", "execution_count": 9, "id": "6d4830af-523b-42bc-bdcd-558b9d6d264f", "metadata": { "ExecuteTime": { "end_time": "2023-10-27T15:50:52.335521300Z", "start_time": "2023-10-27T15:50:52.334517300Z" } }, "outputs": [], "source": [ "galaxy_cluster_model.write_model_to_h5(\"profile.h5\", overwrite=True)\n", "\n", "cluster_ic = cg.ClusterICs(\n", " \"example_cluster\",\n", " 1,\n", " [\"profile.h5\"],\n", " [[0, 0, 0]],\n", " [[0, 0, 0]],\n", " num_particles={\"dm\": 1_000_000},\n", ")" ] }, { "cell_type": "markdown", "id": "768f84a1-ca63-4b73-9dd1-5e6b26f28c96", "metadata": {}, "source": [ "And now for the last major step! We can finish off by generating a set of initial conditions to our liking!" ] }, { "cell_type": "code", "execution_count": 10, "id": "96554880-1fc8-4188-8638-4bb3e216a977", "metadata": { "ExecuteTime": { "end_time": "2023-10-27T15:51:13.779806700Z", "start_time": "2023-10-27T15:50:52.338518700Z" } }, "outputs": [ { "data": { "text/plain": "Computing particle DF : 0%| | 0/1000 [00:00