{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Notebook 2: Creating, saving and reading projections and slices\n", "\n", "This script shows how to\n", "\n", "- make projections and slices\n", "- save them as an ArepoImage\n", "- read the ArepoImage to plot the data\n", "- use Paicos to deal with units and help with plotting\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Making projections" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We now use the Paicos projector classes. There are multiple projectors:\n", "\n", "- `Projector` which creates an image of a given variable by projecting SPH-kernels onto a 2D plane.\n", "- `TreeProjector` which creates an image of a given variable by projecting the voronoi cells closest to the line of sight using a KDTree.\n", "- `GpuSphProjector` (see Notebook 5) which creates an image of a given variable by projecting it onto a 2D plane. Similar to `Projector` but optimized for speed on the GPU. Less precise and currently only recommended for animations.\n", "- `GpuRayProjector` (see Notebook 6) which creates an image by raytracing the variable (i.e. by calculating a line integral along the line-of-sight). Similar to `TreeProjector` but much faster as it runs on the GPU.\n", "\n", "**To find out how to project non-gas particle types, go to the *examples/projector_nongas_example.py* in the repository.**\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Projector Class" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we start by using the SPH projector class called `Projector`.\n", "\n", "We use the `widths` vector is the size of the considered box in x,y,z coordinates. This box is centered at `center` vector.\n", "\n", "The `direction` can be set to 'x', 'y' or 'z'. If the direction is 'z' (as below) then widths[2] is the depth of the projection and the 2D returned array is in the xy plane.\n", "\n", "`npix` is the number of pixels in the horizontal direction of the image. The width/height ratio should be such that\n", "$$npix*height/width$$\n", "is an integer, such that the image pixels are square." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import paicos as pa\n", "import numpy as np\n", "\n", "# A snapshot object\n", "snap = pa.Snapshot(pa.data_dir, 247)\n", "\n", "# The center of the most massive Friends-of-friends group in the simulation\n", "center = snap.Cat.Group['GroupPos'][0]" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Attempting to get derived variable: 0_Volume...\t[DONE]\n", "\n" ] }, { "data": { "text/plain": [ "\u001b[0;31mType:\u001b[0m Projector\n", "\u001b[0;31mString form:\u001b[0m \n", "\u001b[0;31mFile:\u001b[0m /opt/homebrew/Caskroom/miniforge/base/envs/paicos/lib/python3.10/site-packages/paicos/image_creators/projector.py\n", "\u001b[0;31mDocstring:\u001b[0m \n", "A class that allows creating an image of a given variable by projecting\n", "it onto a 2D plane.\n", "\n", "The Projector class is a subclass of the ImageCreator class.\n", "The Projector class creates an image of a given variable by projecting\n", "it onto a 2D plane.\n", "\n", "It takes in several parameters such as a snapshot object, center and\n", "widths of the region, direction of projection, and various optional\n", "parameters for number of pixels, smoothing length.\n", "\u001b[0;31mInit docstring:\u001b[0m\n", "Initialize the Projector class.\n", "\n", "Parameters\n", "----------\n", "snap : Snapshot\n", " A snapshot object of Snapshot class from paicos package.\n", "\n", "center : numpy array\n", " Center of the region on which projection is to be done, e.g.\n", " center = [x_c, y_c, z_c].\n", "\n", "widths : numpy array\n", " Widths of the region on which projection is to be done,\n", " e.g.m widths=[width_x, width_y, width_z].\n", "\n", "direction : str\n", " Direction of the projection, e.g. 'x', 'y' or 'z'.\n", "\n", "npix : int, optional\n", " Number of pixels in the horizontal direction of the image,\n", " by default 512.\n", "\n", "parttype : int, optional\n", " Number of the particle type to project, by default gas (PartType 0).\n", "\n", "nvol : int, optional\n", " Integer used to determine the smoothing length, by default 8" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# The widths of the subbox to be projected\n", "widths = [26000, 13000, 10000]\n", "\n", "# Create a projector object\n", "projector = pa.Projector(snap, center, widths, 'z', npix=2048)\n", "\n", "# Let's look at its docstring\n", "projector?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Calling project_variable\n", "We can call the `project_variable` method as below. This method can take a number of standard strings (which then internally calls the get_variable function, see further details below) or it can take an array. Both methods are shown below." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Attempting to get derived variable: 0_Volume...\t[DONE]\n", "\n" ] }, { "data": { "text/latex": [ "$[[5.9782661 \\times 10^{-10},~5.9890422 \\times 10^{-10},~5.9994487 \\times 10^{-10},~\\dots,~2.7432753 \\times 10^{-9},~2.727231 \\times 10^{-9},~2.7089319 \\times 10^{-9}],~\n", " [5.9908648 \\times 10^{-10},~6.0014693 \\times 10^{-10},~6.0116884 \\times 10^{-10},~\\dots,~2.7563815 \\times 10^{-9},~2.7409004 \\times 10^{-9},~2.7232355 \\times 10^{-9}],~\n", " [6.0030373 \\times 10^{-10},~6.0134729 \\times 10^{-10},~6.0235131 \\times 10^{-10},~\\dots,~2.7693497 \\times 10^{-9},~2.752779 \\times 10^{-9},~2.7356762 \\times 10^{-9}],~\n", " \\dots,~\n", " [2.6839807 \\times 10^{-9},~2.695773 \\times 10^{-9},~2.7058709 \\times 10^{-9},~\\dots,~1.0473936 \\times 10^{-9},~1.0495644 \\times 10^{-9},~1.0517978 \\times 10^{-9}],~\n", " [2.677919 \\times 10^{-9},~2.6901935 \\times 10^{-9},~2.7006991 \\times 10^{-9},~\\dots,~1.0506648 \\times 10^{-9},~1.0528881 \\times 10^{-9},~1.0551763 \\times 10^{-9}],~\n", " [2.6708956 \\times 10^{-9},~2.683726 \\times 10^{-9},~2.6947015 \\times 10^{-9},~\\dots,~1.0540562 \\times 10^{-9},~1.0563348 \\times 10^{-9},~1.0586806 \\times 10^{-9}]] \\;\\mathrm{arepo\\_density}\\times\\mathrm{\\frac{h^{2}}{a^{3}}}$" ], "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Masses = projector.project_variable('0_Masses')\n", "Volumes = projector.project_variable(snap['0_Volume'])\n", "rho = Masses/Volumes\n", "\n", "rho" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The projector object contains a number of useful attributes with mostly self-explanatory names:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$[-13000,~13000,~-6500,~6500] \\;\\mathrm{arepo\\_length}\\times\\mathrm{\\frac{a}{h}}$" ], "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Widths (same as user input)\n", "projector.widths\n", "\n", "# Volume of the subbox\n", "projector.volume\n", "\n", "# Area per pixel\n", "projector.area_per_pixel\n", "\n", "# Volume per pixel\n", "projector.volume_per_pixel\n", "\n", "# Center of the image (same as user input)\n", "projector.center\n", "\n", "# Depth of the projection\n", "projector.depth\n", "\n", "# Height of the image (i.e. along the vertical direction of the image)\n", "projector.height\n", "\n", "# Width of the image (i.e. along the horizontal direction of the image)\n", "projector.width\n", "\n", "# For use in the matplotlib argument extent\n", "projector.extent\n", "\n", "# For centering the image such that its center is at (0, 0).\n", "projector.centered_extent \n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "from matplotlib.colors import LogNorm\n", "plt.rc('image', origin='lower', cmap='RdBu_r', interpolation='None')\n", "plt.imshow(rho.value, cmap='YlGnBu', extent=projector.extent.value, norm=LogNorm())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### TreeProjector Class" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we introduce the `TreeProjector` class. We use similar parameters as for the previous projector class.\n", "\n", "However, we can now choose:\n", "- `npix_depth` is the number of pixels in the depth direction, by default set automatically based on the smallest cell sizes in the region and the tolerance parameter, tol (see below).\n", "- `tol` is the tolerance parameter: smaller values of tol adds more slices to the integration." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**NOTE: this projector takes a while to compute!**\n", "\n", "Please have a look at the `examples` folder in the repository, specifically the file `tree_projector_example.py`.\n", "\n", "If you have access to a GPU, you can use the `GpuRayProjector` class which is much faster!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Making slices\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**To find out how to make slices of non-gas particle types, go to the *examples/slicer_nongas_example.py* in the repository.**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "Next, we will take a look at making a slice through the simulation. The width is by definition zero, and the user has to set this explicitly by setting a zero in the 'widths' vector. Below we show a slice of density, comparing with the projected density." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "widths = [26000, 13000, 0]\n", "\n", "slicer = pa.Slicer(snap, center, widths, 'z', npix=2048)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Calling slice_variable" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(1)\n", "plt.clf()\n", "fix, axes = plt.subplots(nrows=2)\n", "\n", "# Slice by passing an array\n", "rho_slice = slicer.slice_variable(snap['0_Density'])\n", "\n", "# Slice by passing a string (see snap.info(0) for the available strings)\n", "rho_slice = slicer.slice_variable('0_Density')\n", "\n", "# Now plot slice and projection next to each other\n", "axes[0].imshow(rho_slice.to_physical.value, norm=LogNorm())\n", "axes[1].imshow(rho.value, norm=LogNorm())\n", "axes[0].set_title('Slice')\n", "axes[1].set_title('Projected')\n", "for ii in range(2):\n", " axes[ii].set_axis_off()\n", "# plt.savefig('halo3_Z12_slice_projec_comparison.pdf', dpi=2000, bbox_inches='tight')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also make slices of other variables. The Slicer object stores the required information (indices of the Voronoi cells closest to the image grid points), so the computing time needed for making additional slices is neglibible.\n", "\n", "Let us for instance consider the enstrophy which gives an indication of the amount of turbulence in the galaxy cluster.\n", "It is defined as\n", "\n", "1/2|∇×v|²\n", "\n", "and can be found from the 'VelocityGradient' field (the 3x3 tensor of velocity derivatives, ∂ᵢvⱼ, which is stored in the example Arepo snapshot). This is done internally below:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Attempting to get derived variable: 0_Enstrophy...\t[DONE]\n", "\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "extent = slicer.extent.to('Mpc')\n", "\n", "plt.imshow(slicer.slice_variable('0_Enstrophy').value,\n", " extent=extent.value,\n", " norm=LogNorm())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Storing image data\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "The computing time for slices, and in particular, projections, is often quite long. It is therefore convenient to be able to store the image data so that this step is de-coupled from the often many matplotlib iterations.\n", "\n", "Below we illustrate how to save an image using the `ArepoImage` class, created using either a `Projector` or `Slicer` object." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "image_file = pa.ArepoImage(slicer, basedir=pa.data_dir,\n", " basename='test_arepo_image_format')\n", "\n", "image_file.save_image('Density', slicer.slice_variable('0_Density'))\n", "image_file.save_image('Enstrophy', slicer.slice_variable('0_Enstrophy'))\n", "\n", "image_file.finalize()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The constructed file is found at:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'/Users/berlok/projects/paicos/data/test_arepo_image_format_247.hdf5'" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "image_file.filename" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Reading image data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's open this image and look at its contents. We can use the `ImageReader` which is made to read additional info stored in image files: " ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BoxSize': 1000000.0,\n", " 'Composition_vector_length': 0,\n", " 'Flag_Cooling': 1,\n", " 'Flag_DoublePrecision': 0,\n", " 'Flag_Feedback': 1,\n", " 'Flag_Metals': 0,\n", " 'Flag_Sfr': 1,\n", " 'Flag_StellarAge': 0,\n", " 'Git_commit': b'660e0bd181b4dc2fc12eff19e19ec5048bd2fcdd',\n", " 'Git_date': b'Sat May 22 19:44:26 2021 +0200',\n", " 'HubbleParam': 0.6732117,\n", " 'MassTable': array([ 0. , 6.88707269, 0. , 3526.18121889,\n", " 0. , 0. ]),\n", " 'NumFilesPerSnapshot': 1,\n", " 'NumPart_ThisFile': array([2172897, 72640, 7357, 2096682, 5, 83], dtype=int32),\n", " 'NumPart_Total': array([2172897, 72640, 7357, 2096682, 5, 83], dtype=uint32),\n", " 'NumPart_Total_HighWord': array([0, 0, 0, 0, 0, 0], dtype=uint32),\n", " 'Omega0': 0.31582309,\n", " 'OmegaBaryon': 0.04938682,\n", " 'OmegaLambda': 0.68417691,\n", " 'Redshift': 2.220446049250313e-16,\n", " 'Time': 0.9999999999999998,\n", " 'UnitLength_in_cm': 3.085678e+21,\n", " 'UnitMass_in_g': 1.989e+43,\n", " 'UnitVelocity_in_cm_per_s': 100000.0}" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "im = pa.ImageReader(basedir=pa.data_dir, snapnum=247, basename='test_arepo_image_format')\n", "im.Config\n", "im.Parameters\n", "im.Header\n", "# print(im['Density'])\n", "# print(im['Enstrophy'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here 'Config', 'Header', 'Parameters' are groups copied over from the snapshot file used to create the image (.0.hdf5 when there are multiple files).\n", "\n", "'Density' and 'Enstrophy' are 2D arrays saved images.\n", "\n", "We can also access information about the slice originally made:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "z\n", "[398968.40625 211682.59375 629969.875 ] arepo_length small_a / small_h\n", "[385968.40625 411968.40625 205182.59375 218182.59375] arepo_length small_a / small_h\n", "[26000 13000 0] arepo_length small_a / small_h\n", "1024\n" ] } ], "source": [ "print(im.direction)\n", "print(im.center)\n", "print(im.extent)\n", "print(im.widths)\n", "print(im.npix)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can of course also use hdf5 to access this information. Specifically, the image information is stored in 'image_info':" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['Config', 'Density', 'Enstrophy', 'Header', 'Parameters', 'image_info', 'org_info']\n", "\n", "\n" ] } ], "source": [ "import h5py\n", "f = h5py.File(image_file.filename, 'r')\n", "print(list(f.keys()))\n", "print(f['image_info'].keys())\n", "print(f['image_info'].attrs.keys())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "All required unit information is also saved in the image file:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'unit': 'small_h2 arepo_density / small_a3'}" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dict(f['Density'].attrs)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Advanced plotting and dealing with units" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The advantage of using the `ImageReader` is that it helps with units!\n", "\n", "We can use the ImageReader class to automatically get the image data in the form of PaicosQuantities (i.e. with units and in-built methods for manipulation). All the relevant information is stored in the image file, e.g.:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, '$y\\\\;[\\\\mathrm{c}\\\\mathrm{Mpc}]$')" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "# Convert the extent to Mpc and get rid of the h factor\n", "extent = im.extent.to('Mpc').no_small_h #.to_physical\n", "\n", "# Get rid of both a and h in the density\n", "rho = im['Density'].to_physical\n", "\n", "# Convert rho to typical astro units\n", "rho = rho.astro\n", "\n", "# Convert rho to cgs\n", "rho = rho.cgs\n", "\n", "# Plot the image\n", "image = plt.imshow(rho.value, extent=extent.value, norm=LogNorm())\n", "\n", "# Add a colorbar\n", "cbar = plt.colorbar(image, fraction=0.025, pad=0.04)\n", "\n", "# Set the labels. The units for the labels are here set using the .label method\n", "# of the PaicosQuantity. This internally uses astropy functionality and is\n", "# mainly a convenience function.\n", "cbar.set_label(rho.label('\\\\rho'))\n", "plt.xlabel(extent.label('x'))\n", "plt.ylabel(extent.label('y'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Centering the projection\n", "\n", "We can also easily center our projection so that the x and y scales are more easily readable:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, '$y\\\\;[\\\\mathrm{c}\\\\mathrm{Mpc}]$')" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "# Convert the extent to Mpc and get rid of the h factor\n", "centered_extent = im.centered_extent.to('Mpc').no_small_h #.to_physical\n", "\n", "image = plt.imshow(rho.value, extent=centered_extent.value, norm=LogNorm())\n", "\n", "# Add a colorbar\n", "cbar = plt.colorbar(image, fraction=0.025, pad=0.04)\n", "\n", "# Set the labels. The units for the labels are here set using the .label method\n", "# of the PaicosQuantity. This internally uses astropy functionality and is\n", "# mainly a convenience function.\n", "cbar.set_label(rho.label('\\\\rho'))\n", "plt.xlabel(extent.label('x'))\n", "plt.ylabel(extent.label('y'))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 4 }