{ "cells": [ { "cell_type": "code", "execution_count": 20, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import sys,os\n", "sys.modules[\"mpi4py\"] = None\n", "\n", "import numpy as np\n", "\n", "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "import astropy.units as u\n", "\n", "from lenstools import dataExtern,ConvergenceMap,ShearMap\n", "from lenstools.simulations.nicaea import Nicaea" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Show the convergence map with its peaks highlighted " ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": true }, "outputs": [], "source": [ "conv_map = ConvergenceMap.load(os.path.join(dataExtern(),\"conv1.fit\"))" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjsAAAI4CAYAAACMQij1AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Plot setup\n", "fig,ax = plt.subplots(figsize=(8,8))\n", " \n", "#Smooth on 1 arcmin\n", "conv_map.smooth(1.0*u.arcmin,kind=\"gaussianFFT\",inplace=True)\n", "\n", "#Find the peak locations and height\n", "sigma_peaks = np.linspace(-2.,11.,101)\n", "height,positions = conv_map.locatePeaks(sigma_peaks,norm=True)\n", "\n", "#Show the map and the peaks on it (left panel)\n", "conv_map.visualize(fig=fig,ax=ax,colorbar=True,cbar_label=r\"$\\kappa$\")\n", "ax.scatter(*positions[height>2.].to(u.deg).value.T,color=\"black\",marker=\"x\")\n", "ax.set_xlim(0,conv.side_angle.to(u.deg).value)\n", "ax.set_ylim(0,conv.side_angle.to(u.deg).value)\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Show the peak histogram and the PDF of the convergence map" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAkQAAAIACAYAAABjKXMgAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\niERERKToKSESERGRovf/AcXYRbGeDVeBAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Plot setup\n", "fig,ax = plt.subplots(figsize=(8,8))\n", "\n", "#Smooth on 1 arcmin\n", "conv_map.smooth(1.0*u.arcmin,kind=\"gaussianFFT\",inplace=True)\n", "\n", "#Show the peak histogram and the PDF at these convergence values\n", "sigma = np.linspace(-2.,11.,101)\n", "\n", "#This method is wrapped around conv.countPeaks(sigma)\n", "conv.peakHistogram(sigma,norm=True,fig=fig,ax=ax)\n", "ax_right = ax.twinx()\n", "\n", "#This method is wrapped around conv.pdf(sigma)\n", "conv.plotPDF(sigma,norm=True,fig=fig,ax=ax_right,color=\"red\")\n", "\t\n", "#All PDF quantities are shown in red\n", "ax_right.spines[\"right\"].set_color(\"red\")\n", "ax_right.tick_params(axis=\"y\",colors=\"red\")\n", "ax_right.yaxis.label.set_color(\"red\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot the E and B modes power spectrum" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false }, "outputs": [], "source": [ "shear_map = ShearMap.load(os.path.join(dataExtern(),\"WLshear_z2.00_0001r.fits\"))" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhYAAAIFCAYAAACOBbTmAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Plot setup\n", "fig,ax = plt.subplots(figsize=(8,8))\n", "\n", "#Load in the shear map, compute E and B modes power spectrum\n", "l_edges = np.linspace(200.,50000.,50)\n", "l,ee,bb,eb = shear_map.eb_power_spectrum(l_edges)\n", "\n", "###################################################\n", "#Plot the power spectra and prediction from NICAEA#\n", "###################################################\n", "\n", "#Plot measured E and B modes\n", "ax.plot(l,l*(l+1)*ee/(2.*np.pi),label=r\"$P^{EE}$\",color=\"red\")\n", "ax.plot(l,l*(l+1)*bb/(2.*np.pi),label=r\"$P^{BB}$\",color=\"blue\")\n", "\n", "#Use the python bindings of NICAEA to get the E mode prediction\n", "cosmo = Nicaea(Om0=0.26,Ode0=0.74,w0=-1,sigma8=0.8)\n", "ax.plot(l,l*(l+1)*cosmo.convergencePowerSpectrum(l,z=2.0)/(2.*np.pi),label=r\"$P^{\\kappa\\kappa}{\\rm (NICAEA)}$\",linestyle=\"--\",color=\"red\")\n", "\n", "#Labels\n", "ax.set_xscale(\"log\")\n", "ax.set_yscale(\"log\")\n", "ax.set_xlabel(r\"$\\ell$\",fontsize=22)\n", "ax.set_ylabel(r\"$\\ell(\\ell+1)P_\\ell/2\\pi$\",fontsize=22)\n", "ax.legend(loc=\"upper left\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.11" } }, "nbformat": 4, "nbformat_minor": 0 }