Santiago Casas
commited on
Commit
·
e855f52
1
Parent(s):
bc65052
sh and py install scripts
Browse files- install_classy.sh +57 -0
- test_classy.py +43 -0
install_classy.sh
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#! /bin/bash
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set -e # Exit immediately if a command exits with a non-zero status
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set -u # Treat unset variables as an error
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set -o pipefail # Pipeline fails on any command failure
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echo "=== Starting CLASS installation process ==="
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echo "Current directory: $(pwd)"
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echo "Contents of directory: $(ls -la)"
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# Git clone class only if the directory doesn't exist yet
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if [ ! -d "class_public" ]; then
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echo "=== Cloning CLASS repository ==="
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git clone --depth 1 --single-branch --branch master https://github.com/lesgourg/class_public.git
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else
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echo "=== CLASS repository already exists, skipping clone ==="
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fi
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# Change to the class_public directory
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echo "=== Changing to class_public directory ==="
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if [ ! -d "class_public" ]; then
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echo "ERROR: class_public directory not found!"
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exit 1
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fi
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cd class_public/
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echo "Now in: $(pwd)"
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echo "Contents of class_public: $(ls -la)"
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# Clean previous builds
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echo "=== Cleaning previous build ==="
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make clean || echo "Clean step failed, but continuing..."
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# Install dependencies
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echo "=== Installing Python dependencies ==="
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echo "Installing numpy..."
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pip install "numpy<=1.26" -v || { echo "Failed to install numpy"; exit 1; }
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echo "Installing scipy..."
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pip install "scipy" -v || { echo "Failed to install scipy"; exit 1; }
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echo "Installing Cython..."
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pip install "Cython" -v || { echo "Failed to install Cython"; exit 1; }
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# Build CLASS
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echo "=== Building CLASS library ==="
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make -j || { echo "Failed to build CLASS"; exit 1; }
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# Install the Python module
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#echo "=== Installing CLASS Python module ==="
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#pip install . -v || { echo "Failed to install CLASS Python module"; exit 1; }
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# Verify installation
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#echo "=== Verifying installation ==="
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#python3 -c "from classy import Class; print('CLASS successfully imported!')" || { echo "Failed to import CLASS in Python"; exit 1; }
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echo "=== CLASS installation completed successfully ==="
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exit 0
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test_classy.py
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# Import necessary modules
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from classy import Class
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import matplotlib.pyplot as plt
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import numpy as np
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# Define common settings for the ΛCDM model, including a fixed Helium fraction
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common_settings = {
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'h': 0.67810,
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'omega_b': 0.02238280,
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'omega_cdm': 0.1201075,
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'A_s': 2.100549e-09,
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'n_s': 0.9660499,
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'tau_reio': 0.05430842,
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'YHe': 0.24, # Set the Helium fraction explicitly
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'output': 'tCl,lCl', # Include 'lCl' for lensing potential
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'lensing': 'yes',
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'l_max_scalars': 2500
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}
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# Initialize CLASS
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cosmo = Class()
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cosmo.set(common_settings)
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cosmo.compute()
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# Get the C_l's
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cls = cosmo.lensed_cl(2500)
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# Extract ell and C_ell^TT
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ell = cls['ell'][2:] # Start from 2 to avoid the monopole and dipole
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clTT = cls['tt'][2:]
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# Plotting
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factor = ell * (ell + 1) / (2 * np.pi) * 1e12 # Factor to convert to D_ell
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plt.plot(ell, factor * clTT, label='Temperature $C_\ell^{TT}$', color='b')
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plt.xlabel(r'Multipole moment $\ell$')
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plt.ylabel(r'$\ell (\ell + 1) C_\ell^{TT} / 2\pi \, [\mu K^2]$')
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plt.title('CMB Temperature Power Spectrum')
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plt.xscale('log')
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plt.yscale('log')
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plt.grid(True)
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plt.legend()
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plt.savefig('cmb_temperature_spectrum.png') # Save the plot to a file
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