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{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "../utils/plot.py:24: UserWarning: \n",
      "This call to matplotlib.use() has no effect because the backend has already\n",
      "been chosen; matplotlib.use() must be called *before* pylab, matplotlib.pyplot,\n",
      "or matplotlib.backends is imported for the first time.\n",
      "\n",
      "The backend was *originally* set to 'module://ipykernel.pylab.backend_inline' by the following code:\n",
      "  File \"/home/shivesh/programs/anaconda2/lib/python2.7/runpy.py\", line 174, in _run_module_as_main\n",
      "    \"__main__\", fname, loader, pkg_name)\n",
      "  File \"/home/shivesh/programs/anaconda2/lib/python2.7/runpy.py\", line 72, in _run_code\n",
      "    exec code in run_globals\n",
      "  File \"/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/ipykernel_launcher.py\", line 16, in <module>\n",
      "    app.launch_new_instance()\n",
      "  File \"/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/traitlets/config/application.py\", line 658, in launch_instance\n",
      "    app.start()\n",
      "  File \"/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/ipykernel/kernelapp.py\", line 499, in start\n",
      "    self.io_loop.start()\n",
      "  File \"/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/tornado/ioloop.py\", line 1073, in start\n",
      "    handler_func(fd_obj, events)\n",
      "  File \"/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/tornado/stack_context.py\", line 300, in null_wrapper\n",
      "    return fn(*args, **kwargs)\n",
      "  File \"/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/zmq/eventloop/zmqstream.py\", line 450, in _handle_events\n",
      "    self._handle_recv()\n",
      "  File \"/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/zmq/eventloop/zmqstream.py\", line 480, in _handle_recv\n",
      "    self._run_callback(callback, msg)\n",
      "  File \"/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/zmq/eventloop/zmqstream.py\", line 432, in _run_callback\n",
      "    callback(*args, **kwargs)\n",
      "  File \"/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/tornado/stack_context.py\", line 300, in null_wrapper\n",
      "    return fn(*args, **kwargs)\n",
      "  File \"/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/ipykernel/kernelbase.py\", line 283, in dispatcher\n",
      "    return self.dispatch_shell(stream, msg)\n",
      "  File \"/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/ipykernel/kernelbase.py\", line 233, in dispatch_shell\n",
      "    handler(stream, idents, msg)\n",
      "  File \"/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/ipykernel/kernelbase.py\", line 399, in execute_request\n",
      "    user_expressions, allow_stdin)\n",
      "  File \"/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/ipykernel/ipkernel.py\", line 208, in do_execute\n",
      "    res = shell.run_cell(code, store_history=store_history, silent=silent)\n",
      "  File \"/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/ipykernel/zmqshell.py\", line 537, in run_cell\n",
      "    return super(ZMQInteractiveShell, self).run_cell(*args, **kwargs)\n",
      "  File \"/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/IPython/core/interactiveshell.py\", line 2724, in run_cell\n",
      "    self.events.trigger('post_run_cell')\n",
      "  File \"/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/IPython/core/events.py\", line 74, in trigger\n",
      "    func(*args, **kwargs)\n",
      "  File \"/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/ipykernel/pylab/backend_inline.py\", line 164, in configure_once\n",
      "    activate_matplotlib(backend)\n",
      "  File \"/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/IPython/core/pylabtools.py\", line 315, in activate_matplotlib\n",
      "    matplotlib.pyplot.switch_backend(backend)\n",
      "  File \"/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/matplotlib/pyplot.py\", line 231, in switch_backend\n",
      "    matplotlib.use(newbackend, warn=False, force=True)\n",
      "  File \"/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/matplotlib/__init__.py\", line 1422, in use\n",
      "    reload(sys.modules['matplotlib.backends'])\n",
      "  File \"/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/matplotlib/backends/__init__.py\", line 16, in <module>\n",
      "    line for line in traceback.format_stack()\n",
      "\n",
      "\n",
      "  mpl.use('Agg')\n"
     ]
    }
   ],
   "source": [
    "import sys\n",
    "sys.path.extend(['.', '..'])\n",
    "\n",
    "import numpy as np\n",
    "import matplotlib as mpl\n",
    "from matplotlib import rc\n",
    "rc('text', usetex='True')\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.patches import Circle\n",
    "from matplotlib.legend_handler import HandlerPatch\n",
    "import matplotlib.gridspec as gridspec\n",
    "plt.style.use('./paper.mplstyle')\n",
    "\n",
    "from scipy import interpolate\n",
    "\n",
    "from tqdm import tqdm_notebook as tqdm\n",
    "import ternary\n",
    "\n",
    "from utils import fr as fr_utils\n",
    "from utils import misc as misc_utils\n",
    "from utils import plot as plot_utils\n",
    "#from utils.enums import MixingScenario"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1, 0, 0] -> [ 0.550  0.183  0.267] = [ 0.537  0.501]\n",
      "[0, 1, 0] -> [ 0.183  0.438  0.379] = [ 0.385 -0.410]\n",
      "[1, 2, 0] -> [ 0.305  0.353  0.342] = [ 0.433 -0.072]\n",
      "[0, 0, 1] -> [ 0.267  0.379  0.354] = [ 0.418 -0.174]\n",
      "-> [ 0.260  0.418  0.322] = [ 0.460 -0.233]\n",
      "[0.26, 0.4179999999999999, 0.32200000000000006]\n",
      "-> [ 0.533  0.230  0.237] = [ 0.582  0.397]\n",
      "-> [ 0.206  0.434  0.361] = [ 0.409 -0.356]\n"
     ]
    }
   ],
   "source": [
    "s = [1, 0, 0]\n",
    "m = fr_utils.u_to_fr(s, np.array(fr_utils.NUFIT_U, dtype=np.complex128))\n",
    "print s, r'-> [{0:6.3f} {1:6.3f} {2:6.3f}]'.format(*m), r'= [{0:6.3f} {1:6.3f}]'.format(*fr_utils.fr_to_angles(m))\n",
    "s = [0, 1, 0]\n",
    "m = fr_utils.u_to_fr(s, np.array(fr_utils.NUFIT_U, dtype=np.complex128))\n",
    "print s, r'-> [{0:6.3f} {1:6.3f} {2:6.3f}]'.format(*m), r'= [{0:6.3f} {1:6.3f}]'.format(*fr_utils.fr_to_angles(m))\n",
    "s = [1, 2, 0]\n",
    "m = fr_utils.u_to_fr(s, np.array(fr_utils.NUFIT_U, dtype=np.complex128))\n",
    "print s, r'-> [{0:6.3f} {1:6.3f} {2:6.3f}]'.format(*m), r'= [{0:6.3f} {1:6.3f}]'.format(*fr_utils.fr_to_angles(m))\n",
    "s = [0, 0, 1]\n",
    "m = fr_utils.u_to_fr(s, np.array(fr_utils.NUFIT_U, dtype=np.complex128))\n",
    "print s, r'-> [{0:6.3f} {1:6.3f} {2:6.3f}]'.format(*m), r'= [{0:6.3f} {1:6.3f}]'.format(*fr_utils.fr_to_angles(m))\n",
    "m = [0.26, 0.418, 0.322]\n",
    "print r'-> [{0:6.3f} {1:6.3f} {2:6.3f}]'.format(*m), r'= [{0:6.3f} {1:6.3f}]'.format(*fr_utils.fr_to_angles(m))\n",
    "print map(float, fr_utils.angles_to_fr(fr_utils.fr_to_angles(m)))\n",
    "m = [0.533, 0.230, 0.237]\n",
    "print r'-> [{0:6.3f} {1:6.3f} {2:6.3f}]'.format(*m), r'= [{0:6.3f} {1:6.3f}]'.format(*fr_utils.fr_to_angles(m))\n",
    "m = [0.206, 0.434, 0.361]\n",
    "print r'-> [{0:6.3f} {1:6.3f} {2:6.3f}]'.format(*m), r'= [{0:6.3f} {1:6.3f}]'.format(*fr_utils.fr_to_angles(m))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-> [ 0.000  0.000  1.000] = [ 0.000  0.000]\n",
      "[0.0, 0.0, 1.0]\n",
      "-> [ 0.000  0.010  0.990] = [ 0.000 -1.000]\n",
      "[0.0, 0.010000000000000009, 0.99]\n",
      "-> [ 0.010  0.000  0.990] = [ 0.000  1.000]\n",
      "[0.01, 8.88178419700126e-18, 0.99]\n",
      "[4.999999999999449e-07, 0.0099995, 0.99]\n"
     ]
    }
   ],
   "source": [
    "m = [0, 0, 1]\n",
    "print r'-> [{0:6.3f} {1:6.3f} {2:6.3f}]'.format(*m), r'= [{0:6.3f} {1:6.3f}]'.format(*fr_utils.fr_to_angles(m))\n",
    "print map(float, fr_utils.angles_to_fr(fr_utils.fr_to_angles(m)))\n",
    "m = [0, 0.01, 0.99]\n",
    "print r'-> [{0:6.3f} {1:6.3f} {2:6.3f}]'.format(*m), r'= [{0:6.3f} {1:6.3f}]'.format(*fr_utils.fr_to_angles(m))\n",
    "print map(float, fr_utils.angles_to_fr(fr_utils.fr_to_angles(m)))\n",
    "m = [0.01, 0, 0.99]\n",
    "print r'-> [{0:6.3f} {1:6.3f} {2:6.3f}]'.format(*m), r'= [{0:6.3f} {1:6.3f}]'.format(*fr_utils.fr_to_angles(m))\n",
    "print map(float, fr_utils.angles_to_fr(fr_utils.fr_to_angles(m)))\n",
    "\n",
    "print map(float, fr_utils.angles_to_fr([0.0001, -0.9999]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "SM_120 = np.load('./chains/fr_INJ_1_2_0.npy')\n",
    "SM_100 = np.load('./chains/fr_INJ_1_0_0.npy')\n",
    "SM_010 = np.load('./chains/fr_INJ_0_1_0.npy')\n",
    "\n",
    "T13_010 = np.genfromtxt('./frs/fr_DIM6_sfr_0_1_0_mfr_1_1_1_MixingScenario.T13_flat.txt')\n",
    "T23_100 = np.genfromtxt('./frs/fr_DIM6_sfr_1_0_0_mfr_1_1_1_MixingScenario.T23_flat.txt')\n",
    "#T13_010 = np.genfromtxt('./frs/fr_DIM4_sfr_0_1_0_mfr_1_1_1_MixingScenario.T13_flat.txt')\n",
    "#T23_100 = np.genfromtxt('./frs/fr_DIM4_sfr_1_0_0_mfr_1_1_1_MixingScenario.T23_flat.txt')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(200000, 3) (200000, 3) (69648, 4) (69023, 4)\n"
     ]
    }
   ],
   "source": [
    "print SM_120.shape, SM_100.shape, T13_010.shape, T23_100.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "bc_chains = np.load('./chains/contour_REAL.npy')\n",
    "flavour_angles = bc_chains[:,-2:]\n",
    "flavour_ratios = np.array(\n",
    "    map(fr_utils.angles_to_fr, flavour_angles)\n",
    ")\n",
    "\n",
    "nbins = 25"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "T13_010_an = np.array(map(fr_utils.fr_to_angles, T13_010[:,:-1]))\n",
    "T23_100_an = np.array(map(fr_utils.fr_to_angles, T23_100[:,:-1]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "class HandlerCircle(HandlerPatch):\n",
    "    def create_artists(self, legend, orig_handle,\n",
    "                       xdescent, ydescent, width, height,\n",
    "                       fontsize, trans):\n",
    "        r = 10\n",
    "        x = r + width//2 + 10\n",
    "        y = height//2 - 3\n",
    "\n",
    "        # create \n",
    "        p = Circle(xy=(x, y), radius=r)\n",
    "\n",
    "        # update with data from oryginal object\n",
    "        self.update_prop(p, orig_handle, legend)\n",
    "\n",
    "        # move xy to legend\n",
    "        p.set_transform(trans)\n",
    "\n",
    "        return [p]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "def cmap_discretize(cmap, N):\n",
    "    colors_i = np.concatenate((np.linspace(0, 1., N), (0.,0.,0.,0.)))\n",
    "    colors_rgba = cmap(colors_i)\n",
    "    indices = np.linspace(0, 1., N+1)\n",
    "    cdict = {}\n",
    "    for ki,key in enumerate(('red','green','blue')):\n",
    "        cdict[key] = [ (indices[i], colors_rgba[i-1,ki], colors_rgba[i,ki]) for i in xrange(N+1) ]\n",
    "    # Return colormap object.\n",
    "    return mpl.colors.LinearSegmentedColormap(cmap.name + \"_%d\"%N, cdict, 1024)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "6.7289209e-39\n"
     ]
    }
   ],
   "source": [
    "PS = 8.203e-20 # GeV^{-1}\n",
    "PS_D6 = PS**2\n",
    "print PS_D6"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "min_scale -52.0\n",
      "max_scale -40.0\n",
      "min_scale -13.827945423101944\n",
      "max_scale -1.8279454231019443\n"
     ]
    }
   ],
   "source": [
    "d = [T13_010, T23_100]\n",
    "min_scale = 1E100\n",
    "max_scale = -1E100\n",
    "\n",
    "for i in d:\n",
    "    min_scale = min_scale if min_scale < np.min(i[:,-1]) else np.min(i[:,-1])\n",
    "    max_scale = max_scale if max_scale > np.max(i[:,-1]) else np.max(i[:,-1])\n",
    "\n",
    "print 'min_scale', min_scale\n",
    "print 'max_scale', max_scale\n",
    "\n",
    "min_scale -= np.log10(PS_D6)\n",
    "max_scale -= np.log10(PS_D6)\n",
    "\n",
    "print 'min_scale', min_scale\n",
    "print 'max_scale', max_scale\n",
    "\n",
    "#min_scale = -10\n",
    "#max_scale = 8"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "fontsize = 23\n",
    "\n",
    "def alp(x):\n",
    "    y = list(x)\n",
    "    y[-1] = 0.7\n",
    "    return y\n",
    "\n",
    "#cmap_010 = plt.get_cmap('jet', 10)\n",
    "#cmap_100 = plt.get_cmap('jet', 10)\n",
    "cmap_g = mpl.colors.LinearSegmentedColormap.from_list(\"\", [\"lime\", \"gold\", \"darkorange\"])\n",
    "cmap_b = mpl.colors.LinearSegmentedColormap.from_list(\"\", [\"blue\", \"fuchsia\", \"darkmagenta\"])\n",
    "cmap_010 = cmap_discretize(cmap_g, 10)\n",
    "cmap_100 = cmap_discretize(cmap_b, 10)\n",
    "cmap_001 = cmap_discretize(cmap_b, 10)\n",
    "\n",
    "norm = mpl.colors.Normalize(vmin=min_scale, vmax=max_scale)\n",
    "\n",
    "color_010 = map(alp, map(cmap_010, map(norm, T13_010[:,-1]-np.log10(PS_D6))))\n",
    "color_100 = map(alp, map(cmap_100, map(norm, T23_100[:,-1]-np.log10(PS_D6))))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[0.36384429 0.33097686 0.30517885]\n",
      " [0.3642224  0.33090046 0.30487714]\n",
      " [0.3642224  0.33090046 0.30487714]\n",
      " ...\n",
      " [0.40636667 0.35579595 0.23783738]\n",
      " [0.40636667 0.35579595 0.23783738]\n",
      " [0.40636667 0.35579595 0.23783738]]\n",
      "(200000, 3)\n",
      "\n",
      "[[0.54269219 0.226958   0.23034981]\n",
      " [0.54269219 0.226958   0.23034981]\n",
      " [0.54269219 0.226958   0.23034981]\n",
      " ...\n",
      " [0.34185681 0.29456371 0.36357948]\n",
      " [0.34185681 0.29456371 0.36357948]\n",
      " [0.34185681 0.29456371 0.36357948]]\n"
     ]
    }
   ],
   "source": [
    "print SM_120\n",
    "print SM_120.shape\n",
    "print\n",
    "print SM_100"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "ename": "IOError",
     "evalue": "[Errno 2] No such file or directory: '$HOME/fig2.png'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mIOError\u001b[0m                                   Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-20-71ba30553351>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m    125\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    126\u001b[0m \u001b[0;31m# save\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 127\u001b[0;31m \u001b[0mfig\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msavefig\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'$HOME/fig2.png'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbbox_inches\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'tight'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdpi\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m150\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    128\u001b[0m \u001b[0;31m#fig.savefig('./plots/fig2.pdf', bbox_inches='tight', dpi=150)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/matplotlib/figure.pyc\u001b[0m in \u001b[0;36msavefig\u001b[0;34m(self, fname, **kwargs)\u001b[0m\n\u001b[1;32m   2060\u001b[0m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_frameon\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mframeon\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2061\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2062\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcanvas\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mprint_figure\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2063\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2064\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mframeon\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/matplotlib/backend_bases.pyc\u001b[0m in \u001b[0;36mprint_figure\u001b[0;34m(self, filename, dpi, facecolor, edgecolor, orientation, format, **kwargs)\u001b[0m\n\u001b[1;32m   2261\u001b[0m                 \u001b[0morientation\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0morientation\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2262\u001b[0m                 \u001b[0mbbox_inches_restore\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0m_bbox_inches_restore\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2263\u001b[0;31m                 **kwargs)\n\u001b[0m\u001b[1;32m   2264\u001b[0m         \u001b[0;32mfinally\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2265\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mbbox_inches\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mrestore_bbox\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/matplotlib/backends/backend_agg.pyc\u001b[0m in \u001b[0;36mprint_png\u001b[0;34m(self, filename_or_obj, *args, **kwargs)\u001b[0m\n\u001b[1;32m    528\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    529\u001b[0m         \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 530\u001b[0;31m             \u001b[0;32mwith\u001b[0m \u001b[0mcbook\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mopen_file_cm\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename_or_obj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"wb\"\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mfh\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    531\u001b[0m                 _png.write_png(renderer._renderer, fh,\n\u001b[1;32m    532\u001b[0m                                self.figure.dpi, metadata=metadata)\n",
      "\u001b[0;32m/home/shivesh/programs/anaconda2/lib/python2.7/contextlib.pyc\u001b[0m in \u001b[0;36m__enter__\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m     15\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__enter__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     16\u001b[0m         \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 17\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgen\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     18\u001b[0m         \u001b[0;32mexcept\u001b[0m \u001b[0mStopIteration\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     19\u001b[0m             \u001b[0;32mraise\u001b[0m \u001b[0mRuntimeError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"generator didn't yield\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/matplotlib/cbook/__init__.pyc\u001b[0m in \u001b[0;36mopen_file_cm\u001b[0;34m(path_or_file, mode, encoding)\u001b[0m\n\u001b[1;32m    624\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mopen_file_cm\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath_or_file\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmode\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"r\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mencoding\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    625\u001b[0m     \u001b[0;34mr\"\"\"Pass through file objects and context-manage `.PathLike`\\s.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 626\u001b[0;31m     \u001b[0mfh\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mopened\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mto_filehandle\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath_or_file\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmode\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mTrue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mencoding\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    627\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mopened\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    628\u001b[0m         \u001b[0;32mwith\u001b[0m \u001b[0mfh\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/home/shivesh/programs/anaconda2/lib/python2.7/site-packages/matplotlib/cbook/__init__.pyc\u001b[0m in \u001b[0;36mto_filehandle\u001b[0;34m(fname, flag, return_opened, encoding)\u001b[0m\n\u001b[1;32m    609\u001b[0m             \u001b[0mfh\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mbz2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBZ2File\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mflag\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    610\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 611\u001b[0;31m             \u001b[0mfh\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mio\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mflag\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mencoding\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencoding\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    612\u001b[0m         \u001b[0mopened\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mTrue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    613\u001b[0m     \u001b[0;32melif\u001b[0m \u001b[0mhasattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'seek'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mIOError\u001b[0m: [Errno 2] No such file or directory: '$HOME/fig2.png'"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x864 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Figure\n",
    "fig = plt.figure(figsize=(12, 12))\n",
    "gs = gridspec.GridSpec(2, 1, height_ratios=[40, 1])\n",
    "gs.update(hspace=0.3, wspace=0.15)\n",
    "\n",
    "# Axis\n",
    "ax = fig.add_subplot(gs[0])\n",
    "ax_labels = [r'$f_{e}^{\\oplus}$', r'$f_{\\mu}^{\\oplus}$', r'$f_{\\tau}^{\\oplus}$']\n",
    "tax = plot_utils.get_tax(ax, scale=nbins, ax_labels=ax_labels)\n",
    "\n",
    "coverages = {68: 'grey', 90: 'darkgrey'}\n",
    "for cov in coverages.iterkeys():\n",
    "    plot_utils.flavour_contour(\n",
    "        frs = flavour_ratios,\n",
    "        ax = ax,\n",
    "        nbins = nbins,\n",
    "        coverage = cov,\n",
    "        linewidth = 2.3,\n",
    "        color = coverages[cov],\n",
    "        alpha=0.6,\n",
    "        zorder=0\n",
    "    )\n",
    "\n",
    "# Lines\n",
    "marker_style = dict(\n",
    "    linestyle=' ', color='darkorange', linewidth=1.2,\n",
    "    markersize=14, zorder=0\n",
    ")\n",
    "\n",
    "# Trajectories\n",
    "tax.scatter(T13_010[:,:-1]*nbins, marker='o', s=0.03, color=color_010, zorder=5)\n",
    "tax.scatter(T23_100[:,:-1]*nbins, marker='o', s=0.03, color=color_100, zorder=5)\n",
    "\n",
    "# SM\n",
    "#tax.scatter(SM_120*nbins, marker='o', s=0.03, alpha=0.06, color='red', zorder=2)\n",
    "\n",
    "SM_010100 = np.concatenate([SM_100, SM_010])\n",
    "plot_utils.flavour_contour(\n",
    "    frs = SM_120,\n",
    "    ax = ax,\n",
    "    fill = True,\n",
    "    nbins = nbins,\n",
    "    coverage = 100,\n",
    "    linewidth = 1,\n",
    "    color = 'red',\n",
    "    alpha = 0.2,\n",
    "    zorder = 3\n",
    ")\n",
    "plot_utils.flavour_contour(\n",
    "    frs = SM_100,\n",
    "    ax = ax,\n",
    "    fill = True,\n",
    "    nbins = nbins,\n",
    "    coverage = 100,\n",
    "    linewidth = 1,\n",
    "    color = 'black',\n",
    "    alpha = 0.1,\n",
    "    zorder = 2\n",
    ")\n",
    "plot_utils.flavour_contour(\n",
    "    frs = SM_010,\n",
    "    ax = ax,\n",
    "    fill = True,\n",
    "    nbins = nbins,\n",
    "    coverage = 100,\n",
    "    linewidth = 1,\n",
    "    color = 'black',\n",
    "    alpha = 0.1,\n",
    "    zorder = 2\n",
    ")\n",
    "#tax.scatter(SM_100*nbins, marker='o', s=0.09, alpha=0.12, color='lightgrey', zorder=0)\n",
    "#tax.scatter(SM_010*nbins, marker='o', s=0.09, alpha=0.12, color='lightgrey', zorder=0)\n",
    "\n",
    "# Text\n",
    "#ax.text(0.63, 0.46, r'$\\mathcal{O}_{e\\mu}$', fontsize=fontsize,\n",
    "#       rotation=0, verticalalignment='center')\n",
    "ax.text(0.34*nbins, 0.143*nbins, r'$68\\%$', fontsize=fontsize, rotation=3)\n",
    "ax.text(0.34*nbins, 0.038*nbins, r'$90\\%$', fontsize=fontsize, rotation=0)\n",
    "\n",
    "# Legend\n",
    "l_size = fontsize\n",
    "legend_elements = []\n",
    "legend_elements.append(\n",
    "    Circle((0., 0.), 0.1, facecolor='lime', alpha=0.7, edgecolor='k',\n",
    "           linewidth=2., label=r'$\\left (0:1:0\\right )\\:w/\\:{\\rm New\\:Physics}$')\n",
    ")\n",
    "legend_elements.append(\n",
    "    Circle((0., 0.), 0.1, facecolor='blue', alpha=0.7, edgecolor='k',\n",
    "           linewidth=2., label=r'$\\left (1:0:0\\right )\\:w/\\:{\\rm New\\:Physics}$')\n",
    ")\n",
    "legend_elements.append(\n",
    "    Circle((0., 0.), 0.1, facecolor='red', alpha=0.7, edgecolor='k',\n",
    "           linewidth=2., label=r'$\\left (1:2:0\\right )$')\n",
    ")\n",
    "legend_elements.append(\n",
    "    Circle((0., 0.), 0.1, facecolor='grey', alpha=0.7, edgecolor='k',\n",
    "           linewidth=2., label=r'$\\left (0:1:0\\right ) + \\left (1:0:0\\right )$')\n",
    ")\n",
    "legend = plt.legend(handles=legend_elements, loc=(0.65, 0.8),\n",
    "                    title='Source composition',\n",
    "                    fontsize=l_size,\n",
    "                    handler_map={Circle: HandlerCircle()})\n",
    "plt.setp(legend.get_title(), fontsize=l_size)\n",
    "legend.get_frame().set_linestyle('-')\n",
    "\n",
    "# Colorbar\n",
    "gs00 = gridspec.GridSpecFromSubplotSpec(1, 2, subplot_spec=gs[1])\n",
    "ax0 = fig.add_subplot(gs00[0])\n",
    "cb = mpl.colorbar.ColorbarBase(ax0, cmap=cmap_010, norm=norm, orientation='horizontal')\n",
    "cb.ax.tick_params(labelsize=fontsize-5)\n",
    "ax0.text(0.5, 2, r'$\\mathcal{O}_{e\\tau}\\:texture$', fontsize=fontsize,\n",
    "         rotation=0, verticalalignment='center', horizontalalignment='center')\n",
    "\n",
    "\n",
    "ax1 = fig.add_subplot(gs00[1])\n",
    "cb = mpl.colorbar.ColorbarBase(ax1, cmap=cmap_100, norm=norm, orientation='horizontal')\n",
    "cb.ax.tick_params(labelsize=fontsize-5)\n",
    "#cb.set_label(r'${\\rm New\\:Physics\\:Scale}\\:[\\:{\\rm log}_{10} (\\Lambda^{-1}_{d=6}\\:/\\:{\\rm GeV}^{-2})\\: ]$',\n",
    "#            fontsize=fontsize+5, labelpad=20, horizontalalignment='left')\n",
    "ax1.text(0.5, 2, r'$\\mathcal{O}_{\\mu\\tau}\\:texture$', fontsize=fontsize,\n",
    "         rotation=0, verticalalignment='center', horizontalalignment='center')\n",
    "\n",
    "fig.text(0.5, 0.038, r'${\\rm New\\:Physics\\:Scale}\\:[\\:{\\rm log}_{10} (\\Lambda_{d=6}\\:/\\:{\\rm M}^{2}_{\\rm Planck})\\: ]$',\n",
    "         fontsize=fontsize+5, horizontalalignment='center')\n",
    "\n",
    "# save\n",
    "fig.savefig('$HOME/fig2.png', bbox_inches='tight', dpi=150)\n",
    "#fig.savefig('./plots/fig2.pdf', bbox_inches='tight', dpi=150)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "nbins = 25\n",
    "\n",
    "fig = plt.figure(figsize=(6, 6))\n",
    "ax = fig.add_subplot(111)\n",
    "tax = plot_utils.get_tax(ax, scale=nbins, ax_labels=ax_labels)\n",
    "\n",
    "KF_FR = np.load('kf.npy')\n",
    "plot_utils.flavour_contour(\n",
    "    frs = KF_FR,\n",
    "    ax = ax,\n",
    "    nbins = nbins,\n",
    "    coverage = 68,\n",
    "    linewidth = 1,\n",
    "    color = 'black'\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Figure\n",
    "fig = plt.figure(figsize=(10, 10))\n",
    "gs = gridspec.GridSpec(1, 2, width_ratios=[40, 1])\n",
    "gs.update(hspace=0.3, wspace=0.15)\n",
    "\n",
    "ax = fig.add_subplot(gs[0])\n",
    "\n",
    "ax.set_xlim(0, 1)\n",
    "ax.set_ylim(-1, 1)\n",
    "\n",
    "ax.tick_params(axis='x', labelsize=fontsize)\n",
    "ax.tick_params(axis='y', labelsize=fontsize)\n",
    "\n",
    "ax.set_xlabel(r'$sin^4\\phi$', fontsize=fontsize+5)\n",
    "ax.set_ylabel(r'$cos\\left (2\\psi\\right )$', fontsize=fontsize+5)\n",
    "\n",
    "for ymaj in ax.yaxis.get_majorticklocs():\n",
    "    ax.axhline(y=ymaj, ls='--', color='gray', alpha=0.4, linewidth=0.5)\n",
    "for xmaj in ax.xaxis.get_majorticklocs():\n",
    "    ax.axvline(x=xmaj, ls='--', color='gray', alpha=0.4, linewidth=0.5)\n",
    "\n",
    "# HESE data\n",
    "ax.plot(contour_68_upper_an[:,0], contour_68_upper_an[:,1], linewidth=2.3, color='grey', zorder=0, alpha=0.6)\n",
    "ax.plot(contour_68_lower_an[:,0], contour_68_lower_an[:,1], linewidth=2.3, color='grey', zorder=0, alpha=0.6)\n",
    "ax.plot(contour_90_upper_an[:,0], contour_90_upper_an[:,1], linewidth=2.3, color='darkgrey', zorder=0, alpha=0.6)\n",
    "ax.plot(contour_90_lower_an[:,0], contour_90_lower_an[:,1], linewidth=2.3, color='darkgrey', zorder=0, alpha=0.6)\n",
    "\n",
    "# Plot\n",
    "ax.scatter(T13_010_an[:,0], T13_010_an[:,1], marker='o', s=0.03, color=color_010)\n",
    "ax.scatter(T23_100_an[:,0], T23_100_an[:,1], marker='o', s=0.03, color=color_100)\n",
    "\n",
    "# Legend\n",
    "l_size = fontsize\n",
    "legend_elements = []\n",
    "legend_elements.append(\n",
    "    Circle((0., 0.), 0.1, facecolor='lime', alpha=0.7, edgecolor='k',\n",
    "           linewidth=2., label=r'$\\left (0:1:0\\right )$')\n",
    ")\n",
    "legend_elements.append(\n",
    "    Circle((0., 0.), 0.1, facecolor='blue', alpha=0.7, edgecolor='k',\n",
    "           linewidth=2., label=r'$\\left (1:0:0\\right )$')\n",
    ")\n",
    "legend = plt.legend(handles=legend_elements, loc=(0.03, 0.78),\n",
    "                    title='Source composition',\n",
    "                    fontsize=l_size,\n",
    "                    handler_map={Circle: HandlerCircle()})\n",
    "plt.setp(legend.get_title(), fontsize=l_size)\n",
    "legend.get_frame().set_linestyle('-')\n",
    "\n",
    "# Colorbar\n",
    "gs00 = gridspec.GridSpecFromSubplotSpec(2, 1, subplot_spec=gs[1])\n",
    "ax0 = fig.add_subplot(gs00[0])\n",
    "cb = mpl.colorbar.ColorbarBase(ax0, cmap=cmap_010, norm=norm)\n",
    "cb.ax.tick_params(labelsize=fontsize-5)\n",
    "ax0.text(-1.5, 0.5, r'$\\mathcal{O}_{e\\tau}\\:texture$', fontsize=fontsize,\n",
    "         rotation=90, verticalalignment='center', horizontalalignment='center')\n",
    "\n",
    "\n",
    "ax1 = fig.add_subplot(gs00[1])\n",
    "cb = mpl.colorbar.ColorbarBase(ax1, cmap=cmap_100, norm=norm)\n",
    "cb.ax.tick_params(labelsize=fontsize-5)\n",
    "ax1.text(-1.5, 0.5, r'$\\mathcal{O}_{\\mu\\tau}\\:texture$', fontsize=fontsize,\n",
    "         rotation=90, verticalalignment='center', horizontalalignment='center')\n",
    "\n",
    "fig.text(0.98, 0.5, r'${\\rm New\\:Physics\\:Scale}\\:[\\:{\\rm log}_{10} (\\Lambda^{-1}_{d=6}\\:/\\:{\\rm GeV}^{-2})\\: ]$',\n",
    "         fontsize=fontsize+5, horizontalalignment='center', verticalalignment='center', rotation=-90)\n",
    "\n",
    "# Text\n",
    "ax.text(0.34, 0.12, r'$68\\%$', fontsize=fontsize, rotation=12)\n",
    "ax.text(0.33, 0.26, r'$90\\%$', fontsize=fontsize, rotation=18)\n",
    "\n",
    "fig.savefig('./plots/fr_an_trajectory.png', bbox_inches='tight', dpi=150)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "sc = np.linspace(-52, -40, 1000)\n",
    "energy = 1e6\n",
    "    \n",
    "s = [0, 1, 0]\n",
    "frs_010 = []\n",
    "for x in sc:\n",
    "    u = fr_utils.params_to_BSMu(x, fix_mixing=MixingScenario.T13, dim=6, energy=energy)\n",
    "    frs_010.append(fr_utils.u_to_fr(s, np.array(u, dtype=np.complex128)))\n",
    "frs_010 = np.vstack(frs_010)\n",
    "\n",
    "s = [1, 0, 0]\n",
    "frs_100 = []\n",
    "for x in sc:\n",
    "    u = fr_utils.params_to_BSMu(x, fix_mixing=MixingScenario.T23, dim=6, energy=energy)\n",
    "    frs_100.append(fr_utils.u_to_fr(s, np.array(u, dtype=np.complex128)))\n",
    "frs_100 = np.vstack(frs_100)\n",
    "\n",
    "s = [0, 0, 1]\n",
    "frs_001 = []\n",
    "for x in sc:\n",
    "    u = fr_utils.params_to_BSMu(x, fix_mixing=MixingScenario.T12, dim=6, energy=energy)\n",
    "    frs_001.append(fr_utils.u_to_fr(s, np.array(u, dtype=np.complex128)))\n",
    "frs_001 = np.vstack(frs_001)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [],
   "source": [
    "frs_010_an = np.array(map(fr_utils.fr_to_angles, frs_010))\n",
    "frs_100_an = np.array(map(fr_utils.fr_to_angles, frs_100))\n",
    "frs_001_an = np.array(map(fr_utils.fr_to_angles, frs_001))\n",
    "\n",
    "norm = mpl.colors.Normalize(vmin=-52, vmax=-40)\n",
    "\n",
    "color_fe_010 = map(alp, map(cmap_010, map(norm, sc)))\n",
    "color_fe_100 = map(alp, map(cmap_100, map(norm, sc)))\n",
    "color_fe_001 = map(alp, map(cmap_001, map(norm, sc)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[5.84194871e-11 1.56515735e-10 1.00000000e+00]\n",
      " [5.52751705e-11 1.48093239e-10 1.00000000e+00]\n",
      " [5.23001026e-11 1.40123967e-10 1.00000000e+00]\n",
      " [4.94851722e-11 1.32583532e-10 1.00000000e+00]\n",
      " [4.68217589e-11 1.25448858e-10 1.00000000e+00]\n",
      " [4.43017062e-11 1.18698112e-10 1.00000000e+00]\n",
      " [4.19172970e-11 1.12310634e-10 1.00000000e+00]\n",
      " [3.96612294e-11 1.06266876e-10 1.00000000e+00]\n",
      " [3.75265948e-11 1.00548344e-10 1.00000000e+00]\n",
      " [3.55068565e-11 9.51375370e-11 1.00000000e+00]\n",
      " [3.35958296e-11 9.00178958e-11 1.00000000e+00]\n",
      " [3.17876624e-11 8.51737530e-11 1.00000000e+00]\n",
      " [3.00768181e-11 8.05902837e-11 1.00000000e+00]\n",
      " [2.84580580e-11 7.62534611e-11 1.00000000e+00]\n",
      " [2.69264252e-11 7.21500127e-11 1.00000000e+00]\n",
      " [2.54772301e-11 6.82673806e-11 1.00000000e+00]\n",
      " [2.41060352e-11 6.45936825e-11 1.00000000e+00]\n",
      " [2.28086419e-11 6.11176752e-11 1.00000000e+00]\n",
      " [2.15810779e-11 5.78287209e-11 1.00000000e+00]\n",
      " [2.04195844e-11 5.47167540e-11 1.00000000e+00]]\n",
      "[[ 4.61971319e-20 -4.56399023e-01]\n",
      " [ 4.13587196e-20 -4.56403635e-01]\n",
      " [ 3.70270253e-20 -4.56407914e-01]\n",
      " [ 3.31490091e-20 -4.56412068e-01]\n",
      " [ 2.96771742e-20 -4.56416273e-01]\n",
      " [ 2.65689465e-20 -4.56420235e-01]\n",
      " [ 2.37862648e-20 -4.56424166e-01]\n",
      " [ 2.12950274e-20 -4.56428015e-01]\n",
      " [ 1.90646738e-20 -4.56431272e-01]\n",
      " [ 1.70679551e-20 -4.56435014e-01]\n",
      " [ 1.52803681e-20 -4.56438788e-01]\n",
      " [ 1.36799786e-20 -4.56442016e-01]\n",
      " [ 1.22471918e-20 -4.56444836e-01]\n",
      " [ 1.09645135e-20 -4.56448658e-01]\n",
      " [ 9.81615776e-21 -4.56451964e-01]\n",
      " [ 8.78804397e-21 -4.56454262e-01]\n",
      " [ 7.86763931e-21 -4.56457434e-01]\n",
      " [ 7.04362557e-21 -4.56460273e-01]\n",
      " [ 6.30591825e-21 -4.56463192e-01]\n",
      " [ 5.64546983e-21 -4.56465834e-01]]\n"
     ]
    }
   ],
   "source": [
    "print frs_001[-20:]\n",
    "print frs_001_an[-20:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Figure\n",
    "fig = plt.figure(figsize=(10, 10))\n",
    "gs = gridspec.GridSpec(1, 2, width_ratios=[40, 1])\n",
    "gs.update(hspace=0.3, wspace=0.15)\n",
    "\n",
    "ax = fig.add_subplot(gs[0])\n",
    "\n",
    "ax.set_xlim(0, 1)\n",
    "ax.set_ylim(-1, 1)\n",
    "\n",
    "ax.tick_params(axis='x', labelsize=fontsize)\n",
    "ax.tick_params(axis='y', labelsize=fontsize)\n",
    "\n",
    "ax.set_xlabel(r'$sin^4\\phi$', fontsize=fontsize+5)\n",
    "ax.set_ylabel(r'$cos\\left (2\\psi\\right )$', fontsize=fontsize+5)\n",
    "\n",
    "for ymaj in ax.yaxis.get_majorticklocs():\n",
    "    ax.axhline(y=ymaj, ls='--', color='gray', alpha=0.4, linewidth=0.5)\n",
    "for xmaj in ax.xaxis.get_majorticklocs():\n",
    "    ax.axvline(x=xmaj, ls='--', color='gray', alpha=0.4, linewidth=0.5)\n",
    "\n",
    "# HESE data\n",
    "ax.plot(contour_68_upper_an[:,0], contour_68_upper_an[:,1], linewidth=2.3, color='grey', zorder=0, alpha=0.6)\n",
    "ax.plot(contour_68_lower_an[:,0], contour_68_lower_an[:,1], linewidth=2.3, color='grey', zorder=0, alpha=0.6)\n",
    "ax.plot(contour_90_upper_an[:,0], contour_90_upper_an[:,1], linewidth=2.3, color='darkgrey', zorder=0, alpha=0.6)\n",
    "ax.plot(contour_90_lower_an[:,0], contour_90_lower_an[:,1], linewidth=2.3, color='darkgrey', zorder=0, alpha=0.6)\n",
    "\n",
    "# Plot\n",
    "ax.scatter(frs_010_an[:,0], frs_010_an[:,1], marker='o', s=3, color=color_fe_010)\n",
    "ax.scatter(frs_100_an[:,0], frs_100_an[:,1], marker='o', s=3, color=color_fe_100)\n",
    "ax.scatter(frs_001_an[:,0], frs_001_an[:,1], marker='o', s=3, color=color_fe_001)\n",
    "\n",
    "# Legend\n",
    "l_size = fontsize\n",
    "legend_elements = []\n",
    "legend_elements.append(\n",
    "    Circle((0., 0.), 0.1, facecolor='lime', alpha=0.7, edgecolor='k',\n",
    "           linewidth=2., label=r'$\\left (0:1:0\\right )$')\n",
    ")\n",
    "legend_elements.append(\n",
    "    Circle((0., 0.), 0.1, facecolor='blue', alpha=0.7, edgecolor='k',\n",
    "           linewidth=2., label=r'$\\left (1:0:0\\right )$')\n",
    ")\n",
    "legend = plt.legend(handles=legend_elements, loc=(0.03, 0.78),\n",
    "                    title='Source composition',\n",
    "                    fontsize=l_size,\n",
    "                    handler_map={Circle: HandlerCircle()})\n",
    "plt.setp(legend.get_title(), fontsize=l_size)\n",
    "legend.get_frame().set_linestyle('-')\n",
    "\n",
    "# Colorbar\n",
    "gs00 = gridspec.GridSpecFromSubplotSpec(2, 1, subplot_spec=gs[1])\n",
    "ax0 = fig.add_subplot(gs00[0])\n",
    "cb = mpl.colorbar.ColorbarBase(ax0, cmap=cmap_010, norm=norm)\n",
    "cb.ax.tick_params(labelsize=fontsize-5)\n",
    "ax0.text(-1.5, 0.5, r'$\\mathcal{O}_{e\\tau}\\:texture$', fontsize=fontsize,\n",
    "         rotation=90, verticalalignment='center', horizontalalignment='center')\n",
    "\n",
    "\n",
    "ax1 = fig.add_subplot(gs00[1])\n",
    "cb = mpl.colorbar.ColorbarBase(ax1, cmap=cmap_100, norm=norm)\n",
    "cb.ax.tick_params(labelsize=fontsize-5)\n",
    "ax1.text(-1.5, 0.5, r'$\\mathcal{O}_{\\mu\\tau}\\:texture$', fontsize=fontsize,\n",
    "         rotation=90, verticalalignment='center', horizontalalignment='center')\n",
    "\n",
    "fig.text(0.98, 0.5, r'${\\rm New\\:Physics\\:Scale}\\:[\\:{\\rm log}_{10} (\\Lambda^{-1}_{d=6}\\:/\\:{\\rm GeV}^{-2})\\: ]$',\n",
    "         fontsize=fontsize+5, horizontalalignment='center', verticalalignment='center', rotation=-90)\n",
    "\n",
    "# Text\n",
    "ax.text(0.45, 0.185, r'$68\\%$', fontsize=fontsize, rotation=5)\n",
    "ax.text(0.45, 0.52, r'$90\\%$', fontsize=fontsize, rotation=-4)\n",
    "\n",
    "fig.savefig('./plots/fr_an_fe_trajectory.png', bbox_inches='tight', dpi=150)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(60000, 3)\n",
      "(60000, 3)\n"
     ]
    }
   ],
   "source": [
    "MCMC_010_sc = np.load('./chains/mcmc_chain_DIM6_sfr_0_1_0_mfr_1_1_1_MixingScenario.T13.npy')[:,-1]\n",
    "MCMC_010_frs = np.load('./chains/mcmc_chain_DIM6_sfr_0_1_0_mfr_1_1_1_MixingScenario.T13_proc.npy')\n",
    "print MCMC_010_frs.shape\n",
    "\n",
    "MCMC_100_sc = np.load('./chains/mcmc_chain_DIM6_sfr_1_0_0_mfr_1_1_1_MixingScenario.T23.npy')[:,-1]\n",
    "MCMC_100_frs = np.load('./chains/mcmc_chain_DIM6_sfr_1_0_0_mfr_1_1_1_MixingScenario.T23_proc.npy')\n",
    "print MCMC_100_frs.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "#min_scale = np.min(MCMC_100_sc)\n",
    "#max_scale = np.max(MCMC_100_sc)\n",
    "min_scale = -52\n",
    "max_scale = -40\n",
    "norm = mpl.colors.Normalize(vmin=min_scale, vmax=max_scale)\n",
    "\n",
    "color_MCMC_100 = map(alp, map(cmap_100, map(norm, MCMC_100_sc)))\n",
    "color_MCMC_010 = map(alp, map(cmap_010, map(norm, MCMC_010_sc)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x864 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Figure\n",
    "fig = plt.figure(figsize=(12, 12))\n",
    "#gs = gridspec.GridSpec(1, 2, width_ratios=[40, 1])\n",
    "gs = gridspec.GridSpec(2, 1, height_ratios=[40, 1])\n",
    "gs.update(hspace=0.3, wspace=0.15)\n",
    "\n",
    "ax = fig.add_subplot(gs[0])\n",
    "ax.set_aspect('equal')\n",
    "\n",
    "# Boundary and Gridlines\n",
    "scale = 1\n",
    "fig, tax = ternary.figure(ax=ax, scale=scale)\n",
    "\n",
    "# Draw Boundary and Gridlines\n",
    "tax.boundary(linewidth=2.0)\n",
    "tax.gridlines(color='grey', multiple=scale/5., linewidth=1.0, alpha=0.4, ls='--')\n",
    "tax.gridlines(color='grey', multiple=scale/10., linewidth=0.5, alpha=0.4, ls=':')\n",
    "\n",
    "# Set Axis labels and Title\n",
    "fontsize = 23\n",
    "tax.left_axis_label(r\"$f_{\\tau}^{\\oplus}$\", fontsize=fontsize+8, offset=0.2, rotation=0)\n",
    "tax.right_axis_label(r\"$f_{\\mu}^{\\oplus}$\", fontsize=fontsize+8, offset=0.2, rotation=0)\n",
    "tax.bottom_axis_label(r\"$f_{e}^{\\oplus}$\", fontsize=fontsize+8, position=(0.55, -0.20/2, 0.5), rotation=0)\n",
    "\n",
    "# Remove default Matplotlib axis\n",
    "tax.get_axes().axis('off')\n",
    "tax.clear_matplotlib_ticks()\n",
    "\n",
    "# Plot\n",
    "#tax.scatter(SM_120, marker='o', s=0.03, alpha=0.3, color='red')\n",
    "#tax.scatter([[0, 1, 0]], marker='*', s=500, alpha=1.0, color='green', zorder=100)\n",
    "#tax.scatter([[1, 0, 0]], marker='*', s=500, alpha=1.0, color='blue', zorder=100)\n",
    "\n",
    "# Contour\n",
    "tax.plot(contour_68_upper, linewidth=2.3, color='grey', zorder=0, alpha=0.6)\n",
    "tax.plot(contour_68_lower, linewidth=2.3, color='grey', zorder=0, alpha=0.6)\n",
    "tax.plot(contour_90_upper, linewidth=2.3, color='darkgrey', zorder=0, alpha=0.6)\n",
    "tax.plot(contour_90_lower, linewidth=2.3, color='darkgrey', zorder=0, alpha=0.6)\n",
    "\n",
    "# Lines\n",
    "marker_style = dict(\n",
    "    linestyle=' ', color='darkorange', linewidth=1.2,\n",
    "    markersize=14, zorder=0\n",
    ")\n",
    "\n",
    "# Trajectories\n",
    "tax.scatter(MCMC_010_frs, marker='o', s=0.03, color=color_MCMC_010)\n",
    "tax.scatter(MCMC_100_frs, marker='o', s=0.03, color=color_MCMC_100)\n",
    "\n",
    "# Text\n",
    "#ax.text(0.63, 0.46, r'$\\mathcal{O}_{e\\mu}$', fontsize=fontsize,\n",
    "#       rotation=0, verticalalignment='center')\n",
    "ax.text(0.34, 0.2, r'$68\\%$', fontsize=fontsize, rotation=5)\n",
    "ax.text(0.34, 0.1, r'$90\\%$', fontsize=fontsize, rotation=5)\n",
    "\n",
    "# Legend\n",
    "l_size = fontsize\n",
    "legend_elements = []\n",
    "#legend_elements.append(\n",
    "#    Circle((0., 0.), 0.1, facecolor='red', alpha=0.7, edgecolor='k',\n",
    "#           linewidth=2., label=r'$\\left (1:2:0\\right )$')\n",
    "#)\n",
    "legend_elements.append(\n",
    "    Circle((0., 0.), 0.1, facecolor='lime', alpha=0.7, edgecolor='k',\n",
    "           linewidth=2., label=r'$\\left (0:1:0\\right )$')\n",
    ")\n",
    "legend_elements.append(\n",
    "    Circle((0., 0.), 0.1, facecolor='blue', alpha=0.7, edgecolor='k',\n",
    "           linewidth=2., label=r'$\\left (1:0:0\\right )$')\n",
    ")\n",
    "legend = plt.legend(handles=legend_elements, loc=(0.65, 0.8),\n",
    "                    title='Source composition',\n",
    "                    fontsize=l_size,\n",
    "                    handler_map={Circle: HandlerCircle()})\n",
    "plt.setp(legend.get_title(), fontsize=l_size)\n",
    "legend.get_frame().set_linestyle('-')\n",
    "\n",
    "# Colorbar\n",
    "gs00 = gridspec.GridSpecFromSubplotSpec(1, 2, subplot_spec=gs[1])\n",
    "ax0 = fig.add_subplot(gs00[0])\n",
    "cb = mpl.colorbar.ColorbarBase(ax0, cmap=cmap_010, norm=norm, orientation='horizontal')\n",
    "cb.ax.tick_params(labelsize=fontsize-5)\n",
    "ax0.text(0.5, 2, r'$\\mathcal{O}_{e\\tau}\\:texture$', fontsize=fontsize,\n",
    "         rotation=0, verticalalignment='center', horizontalalignment='center')\n",
    "\n",
    "\n",
    "ax1 = fig.add_subplot(gs00[1])\n",
    "cb = mpl.colorbar.ColorbarBase(ax1, cmap=cmap_100, norm=norm, orientation='horizontal')\n",
    "cb.ax.tick_params(labelsize=fontsize-5)\n",
    "#cb.set_label(r'${\\rm New\\:Physics\\:Scale}\\:[\\:{\\rm log}_{10} (\\Lambda^{-1}_{d=6}\\:/\\:{\\rm GeV}^{-2})\\: ]$',\n",
    "#            fontsize=fontsize+5, labelpad=20, horizontalalignment='left')\n",
    "ax1.text(0.5, 2, r'$\\mathcal{O}_{\\mu\\tau}\\:texture$', fontsize=fontsize,\n",
    "         rotation=0, verticalalignment='center', horizontalalignment='center')\n",
    "\n",
    "fig.text(0.5, 0.038, r'${\\rm New\\:Physics\\:Scale}\\:[\\:{\\rm log}_{10} (\\Lambda^{-1}_{d=6}\\:/\\:{\\rm GeV}^{-2})\\: ]$',\n",
    "         fontsize=fontsize+5, horizontalalignment='center')\n",
    "\n",
    "# Set ticks\n",
    "tax.ticks(axis='blr', multiple=scale/5., linewidth=1, offset=0.03,\n",
    "          fontsize=fontsize, tick_formats='%.1f')\n",
    "\n",
    "tax._redraw_labels()\n",
    "\n",
    "# save\n",
    "#fig.savefig('./plots/fr_trajectory.png', bbox_inches='tight', dpi=150)\n",
    "#fig.savefig('./plots/fr_trajectory.pdf', bbox_inches='tight', dpi=150)"
   ]
  }
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