Automatic commit mercredi 20 juin 2018, 16:30:01 (UTC+0200)

Simulations/.ipynb_checkpoints/Untitled1-checkpoint.ipynb

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Simulations/Untitled1.ipynb

+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "%matplotlib notebook\n",
+    "%load_ext autoreload\n",
+    "%autoreload 2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "\n",
+    "from scipy.stats import rv_continuous\n",
+    "from scipy.interpolate import interp1d\n",
+    "from matplotlib.patches import Circle\n",
+    "from scipy.special import gamma\n",
+    "import numpy as np\n",
+    "import emcee\n",
+    "from mpl_toolkits.axes_grid1 import make_axes_locatable\n",
+    "from numpy import exp, sqrt\n",
+    "from scipy.integrate import quad, dblquad, nquad\n",
+    "import matplotlib.patches as patches\n",
+    "from itertools import product\n",
+    "from scipy.integrate import quad\n",
+    "import scipy.optimize as optimize\n",
+    "import matplotlib.pyplot as plt\n",
+    "import matplotlib as mpl\n",
+    "from sklearn.neighbors import KDTree\n",
+    "import sys\n",
+    "import lmfit\n",
+    "from py_unsio import *\n",
+    "import pymc\n",
+    "import os\n",
+    "import datetime\n",
+    "from pymodelfit import FunctionModel1DAuto\n",
+    "import wkbl\n",
+    "from wkbl.astro.halo_info import *\n",
+    "from mpl_toolkits.mplot3d import axes3d\n",
+    "from matplotlib import cm\n",
+    "import wkbl.astro.nbody_essentials as nbe\n",
+    "import cfalcon\n",
+    "CF =cfalcon.CFalcon()\n",
+    "import iminuit\n",
+    "from iminuit import Minuit, describe, Struct\n",
+    "import probfit\n",
+    "from matplotlib.colors import LogNorm\n",
+    "from matplotlib.ticker import FormatStrFormatter"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "evolution1 = evolution2 = evolution3 = np.array([]) "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {
+    "collapsed": false,
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "ename": "NameError",
+     "evalue": "name 'HALOBHydro' is not defined",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+      "\u001b[0;32m<ipython-input-1-885a0892541d>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mhalo\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mHALOBHydro\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mwhere\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"home\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      3\u001b[0m \u001b[0ma\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdatetime\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdatetime\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnow\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mmyhydro\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mwkbl\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mGalaxy_Hound\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mhalo\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\"halo,stars\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mgas\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mFalse\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[0mb\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdatetime\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdatetime\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnow\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mNameError\u001b[0m: name 'HALOBHydro' is not defined"
+     ]
+    }
+   ],
+   "source": [
+    "\n",
+    "halo = HALOBHydro(where=\"home\") \n",
+    "a = datetime.datetime.now()\n",
+    "myhydro = wkbl.Galaxy_Hound(halo.path,\"halo,stars\",gas=False)\n",
+    "b = datetime.datetime.now()\n",
+    "evolution1 = np.append(evolution1,(b-a).seconds)\n",
+    "print \"1st step took {0} s\".format((b-a).seconds)\n",
+    "myhydro.center_shift(halo.c_st_rho)\n",
+    "c = datetime.datetime.now()\n",
+    "evolution2 = np.append(evolution2,(c-b).seconds)\n",
+    "print \"2nd step took {0} s\".format((c-b).seconds)\n",
+    "myhydro.r_virial(600,n=25)\n",
+    "d = datetime.datetime.now()\n",
+    "evolution3 = np.append(evolution3,(d-c).seconds)\n",
+    "print \"3rd step took {0} s\".format((d-c).seconds)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "collapsed": false
+   },
+   "outputs": [],
+   "source": [
+    "\n"
+   ]
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+   "execution_count": null,
+   "metadata": {
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+   "execution_count": 14,
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+    "collapsed": false
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+     "data": {
+      "text/plain": [
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+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
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+   "metadata": {
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