Paste #243

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posted on Jun 19, 2020, 6:23:21 PM

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{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import yt\n",
    "from ipywidgets import interact, interactive, fixed\n",
    "import ipywidgets as widgets\n",
    "from IPython.display import display"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2020-06-19 18:21:00,166 Parameters: current_time              = 1.900039998292331e-08\n",
      "yt : [INFO     ] 2020-06-19 18:21:00,167 Parameters: domain_dimensions         = [64 64  1]\n",
      "yt : [INFO     ] 2020-06-19 18:21:00,168 Parameters: domain_left_edge          = [-0.2 -0.6  0. ]\n",
      "yt : [INFO     ] 2020-06-19 18:21:00,170 Parameters: domain_right_edge         = [0.2 0.6 1. ]\n",
      "yt : [INFO     ] 2020-06-19 18:21:00,170 Parameters: cosmological_simulation   = 0.0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Field List:\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2020-06-19 18:21:00,976 xlim = -0.200000 0.200000\n",
      "yt : [INFO     ] 2020-06-19 18:21:00,977 ylim = -0.600000 0.600000\n",
      "yt : [INFO     ] 2020-06-19 18:21:00,978 xlim = -0.200000 0.200000\n",
      "yt : [INFO     ] 2020-06-19 18:21:00,979 ylim = -0.600000 0.600000\n",
      "yt : [INFO     ] 2020-06-19 18:21:00,981 Making a fixed resolution buffer of (('flash', 'dens')) 800 by 800\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[('flash', 'dens'), ('flash', 'depo'), ('flash', 'kapa'), ('flash', 'magx'), ('flash', 'magy'), ('flash', 'magz'), ('flash', 'pres'), ('flash', 'sumy'), ('flash', 'tele'), ('flash', 'tion'), ('flash', 'trad'), ('flash', 'velx'), ('flash', 'ye')]\n",
      "Derived Field List:\n",
      "[('flash', 'abar'), ('flash', 'cell_volume'), ('flash', 'dens'), ('flash', 'depo'), ('flash', 'dx'), ('flash', 'dy'), ('flash', 'dz'), ('flash', 'edens'), ('flash', 'kapa'), ('flash', 'magx'), ('flash', 'magy'), ('flash', 'magz'), ('flash', 'nele'), ('flash', 'nion'), ('flash', 'path_element_x'), ('flash', 'path_element_y'), ('flash', 'path_element_z'), ('flash', 'pres'), ('flash', 'sumy'), ('flash', 'tele'), ('flash', 'tion'), ('flash', 'trad'), ('flash', 'velx'), ('flash', 'vertex_x'), ('flash', 'vertex_y'), ('flash', 'vertex_z'), ('flash', 'x'), ('flash', 'y'), ('flash', 'ye'), ('flash', 'z'), ('gas', 'H_nuclei_density'), ('gas', 'He_nuclei_density'), ('gas', 'alfven_speed'), ('gas', 'averaged_density'), ('gas', 'baroclinic_vorticity_magnitude'), ('gas', 'baroclinic_vorticity_x'), ('gas', 'baroclinic_vorticity_y'), ('gas', 'baroclinic_vorticity_z'), ('gas', 'cell_mass'), ('gas', 'cell_volume'), ('gas', 'density'), ('gas', 'density_gradient_magnitude'), ('gas', 'density_gradient_x'), ('gas', 'density_gradient_y'), ('gas', 'density_gradient_z'), ('gas', 'dx'), ('gas', 'dy'), ('gas', 'dynamical_time'), ('gas', 'dz'), ('gas', 'emission_measure'), ('gas', 'magnetic_energy'), ('gas', 'magnetic_field_magnitude'), ('gas', 'magnetic_field_poloidal'), ('gas', 'magnetic_field_strength'), ('gas', 'magnetic_field_toroidal'), ('gas', 'magnetic_field_x'), ('gas', 'magnetic_field_y'), ('gas', 'magnetic_field_z'), ('gas', 'magnetic_pressure'), ('gas', 'mean_molecular_weight'), ('gas', 'number_density'), ('gas', 'path_element_x'), ('gas', 'path_element_y'), ('gas', 'path_element_z'), ('gas', 'plasma_beta'), ('gas', 'pressure'), ('gas', 'pressure_gradient_magnitude'), ('gas', 'pressure_gradient_x'), ('gas', 'pressure_gradient_y'), ('gas', 'pressure_gradient_z'), ('gas', 'relative_magnetic_field_x'), ('gas', 'relative_magnetic_field_y'), ('gas', 'relative_magnetic_field_z'), ('gas', 'relative_velocity_x'), ('gas', 'sound_speed'), ('gas', 'velocity_x'), ('gas', 'vertex_x'), ('gas', 'vertex_y'), ('gas', 'vertex_z'), ('gas', 'x'), ('gas', 'y'), ('gas', 'z'), ('index', 'cell_volume'), ('index', 'cylindrical_r'), ('index', 'cylindrical_radius'), ('index', 'cylindrical_theta'), ('index', 'cylindrical_z'), ('index', 'disk_angle'), ('index', 'dx'), ('index', 'dy'), ('index', 'dz'), ('index', 'grid_indices'), ('index', 'grid_level'), ('index', 'height'), ('index', 'ones'), ('index', 'ones_over_dx'), ('index', 'path_element_x'), ('index', 'path_element_y'), ('index', 'path_element_z'), ('index', 'radius'), ('index', 'spherical_phi'), ('index', 'spherical_r'), ('index', 'spherical_radius'), ('index', 'spherical_theta'), ('index', 'vertex_x'), ('index', 'vertex_y'), ('index', 'vertex_z'), ('index', 'virial_radius_fraction'), ('index', 'x'), ('index', 'y'), ('index', 'z'), ('index', 'zeros')]\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [WARNING  ] 2020-06-19 18:21:02,304 Supplied id_loc but draw_ids is False. Not drawing grid ids\n",
      "yt : [WARNING  ] 2020-06-19 18:21:02,318 Supplied id_loc but draw_ids is False. Not drawing grid ids\n",
      "yt : [WARNING  ] 2020-06-19 18:21:02,332 Supplied id_loc but draw_ids is False. Not drawing grid ids\n",
      "yt : [WARNING  ] 2020-06-19 18:21:02,348 Supplied id_loc but draw_ids is False. Not drawing grid ids\n",
      "yt : [WARNING  ] 2020-06-19 18:21:02,362 Supplied id_loc but draw_ids is False. Not drawing grid ids\n",
      "yt : [WARNING  ] 2020-06-19 18:21:02,372 Supplied id_loc but draw_ids is False. Not drawing grid ids\n",
      "yt : [WARNING  ] 2020-06-19 18:21:02,380 Supplied id_loc but draw_ids is False. Not drawing grid ids\n",
      "yt : [WARNING  ] 2020-06-19 18:21:02,389 Supplied id_loc but draw_ids is False. Not drawing grid ids\n",
      "yt : [WARNING  ] 2020-06-19 18:21:02,398 Supplied id_loc but draw_ids is False. Not drawing grid ids\n"
     ]
    },
    {
     "data": {
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